Mercurial > repos > iuc > seurat

comparison test-data/out.html @ 2:321bdd834266 draft

Find changesets by keywords (author, files, the commit message), revision number or hash, or revset expression.
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/seurat commit 3cf715ec11e2c9944f46572e324e5b2db5aa151f"
author iuc
date Thu, 19 Dec 2019 02:42:56 -0500
parents 7319f83ae734
children
comparison
equal deleted inserted replaced
1:7319f83ae734 2:321bdd834266
1 <!DOCTYPE html> 1 <!DOCTYPE html>
2 2
3 <html xmlns="http://www.w3.org/1999/xhtml"> 3 <html>
4 4
5 <head> 5 <head>
6 6
7 <meta charset="utf-8" /> 7 <meta charset="utf-8" />
8 <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
9 <meta name="generator" content="pandoc" /> 8 <meta name="generator" content="pandoc" />
10 <meta http-equiv="X-UA-Compatible" content="IE=EDGE" /> 9 <meta http-equiv="X-UA-Compatible" content="IE=EDGE" />
11 10
12 11
13 <meta name="author" content="Performed using Galaxy" /> 12 <meta name="author" content="Performed using Galaxy" />
14 13
15 <meta name="date" content="2019-12-08" /> 14 <meta name="date" content="2019-12-16" />
16 15
17 <title>Seurat Analysis</title> 16 <title>Seurat Analysis</title>
18 17
19 <script>/*! jQuery v1.11.3 | (c) 2005, 2015 jQuery Foundation, Inc. | jquery.org/license */ 18 <script>/*! jQuery v1.11.3 | (c) 2005, 2015 jQuery Foundation, Inc. | jquery.org/license */
20 !function(a,b){"object"==typeof module&&"object"==typeof module.exports?module.exports=a.document?b(a,!0):function(a){if(!a.document)throw new Error("jQuery requires a window with a document");return b(a)}:b(a)}("undefined"!=typeof window?window:this,function(a,b){var c=[],d=c.slice,e=c.concat,f=c.push,g=c.indexOf,h={},i=h.toString,j=h.hasOwnProperty,k={},l="1.11.3",m=function(a,b){return new m.fn.init(a,b)},n=/^[\s\uFEFF\xA0]+|[\s\uFEFF\xA0]+$/g,o=/^-ms-/,p=/-([\da-z])/gi,q=function(a,b){return b.toUpperCase()};m.fn=m.prototype={jquery:l,constructor:m,selector:"",length:0,toArray:function(){return d.call(this)},get:function(a){return null!=a?0>a?this[a+this.length]:this[a]:d.call(this)},pushStack:function(a){var b=m.merge(this.constructor(),a);return b.prevObject=this,b.context=this.context,b},each:function(a,b){return m.each(this,a,b)},map:function(a){return this.pushStack(m.map(this,function(b,c){return a.call(b,c,b)}))},slice:function(){return this.pushStack(d.apply(this,arguments))},first:function(){return this.eq(0)},last:function(){return this.eq(-1)},eq:function(a){var b=this.length,c=+a+(0>a?b:0);return this.pushStack(c>=0&&b>c?[this[c]]:[])},end:function(){return this.prevObject||this.constructor(null)},push:f,sort:c.sort,splice:c.splice},m.extend=m.fn.extend=function(){var a,b,c,d,e,f,g=arguments[0]||{},h=1,i=arguments.length,j=!1;for("boolean"==typeof g&&(j=g,g=arguments[h]||{},h++),"object"==typeof g||m.isFunction(g)||(g={}),h===i&&(g=this,h--);i>h;h++)if(null!=(e=arguments[h]))for(d in e)a=g[d],c=e[d],g!==c&&(j&&c&&(m.isPlainObject(c)||(b=m.isArray(c)))?(b?(b=!1,f=a&&m.isArray(a)?a:[]):f=a&&m.isPlainObject(a)?a:{},g[d]=m.extend(j,f,c)):void 0!==c&&(g[d]=c));return g},m.extend({expando:"jQuery"+(l+Math.random()).replace(/\D/g,""),isReady:!0,error:function(a){throw new Error(a)},noop:function(){},isFunction:function(a){return"function"===m.type(a)},isArray:Array.isArray||function(a){return"array"===m.type(a)},isWindow:function(a){return null!=a&&a==a.window},isNumeric:function(a){return!m.isArray(a)&&a-parseFloat(a)+1>=0},isEmptyObject:function(a){var b;for(b in a)return!1;return!0},isPlainObject:function(a){var b;if(!a||"object"!==m.type(a)||a.nodeType||m.isWindow(a))return!1;try{if(a.constructor&&!j.call(a,"constructor")&&!j.call(a.constructor.prototype,"isPrototypeOf"))return!1}catch(c){return!1}if(k.ownLast)for(b in a)return j.call(a,b);for(b in a);return void 0===b||j.call(a,b)},type:function(a){return null==a?a+"":"object"==typeof a||"function"==typeof a?h[i.call(a)]||"object":typeof a},globalEval:function(b){b&&m.trim(b)&&(a.execScript||function(b){a.eval.call(a,b)})(b)},camelCase:function(a){return a.replace(o,"ms-").replace(p,q)},nodeName:function(a,b){return a.nodeName&&a.nodeName.toLowerCase()===b.toLowerCase()},each:function(a,b,c){var d,e=0,f=a.length,g=r(a);if(c){if(g){for(;f>e;e++)if(d=b.apply(a[e],c),d===!1)break}else for(e in a)if(d=b.apply(a[e],c),d===!1)break}else if(g){for(;f>e;e++)if(d=b.call(a[e],e,a[e]),d===!1)break}else for(e in a)if(d=b.call(a[e],e,a[e]),d===!1)break;return a},trim:function(a){return null==a?"":(a+"").replace(n,"")},makeArray:function(a,b){var c=b||[];return null!=a&&(r(Object(a))?m.merge(c,"string"==typeof a?[a]:a):f.call(c,a)),c},inArray:function(a,b,c){var d;if(b){if(g)return g.call(b,a,c);for(d=b.length,c=c?0>c?Math.max(0,d+c):c:0;d>c;c++)if(c in b&&b[c]===a)return c}return-1},merge:function(a,b){var c=+b.length,d=0,e=a.length;while(c>d)a[e++]=b[d++];if(c!==c)while(void 0!==b[d])a[e++]=b[d++];return a.length=e,a},grep:function(a,b,c){for(var d,e=[],f=0,g=a.length,h=!c;g>f;f++)d=!b(a[f],f),d!==h&&e.push(a[f]);return e},map:function(a,b,c){var d,f=0,g=a.length,h=r(a),i=[];if(h)for(;g>f;f++)d=b(a[f],f,c),null!=d&&i.push(d);else for(f in a)d=b(a[f],f,c),null!=d&&i.push(d);return e.apply([],i)},guid:1,proxy:function(a,b){var c,e,f;return"string"==typeof b&&(f=a[b],b=a,a=f),m.isFunction(a)?(c=d.call(arguments,2),e=function(){return a.apply(b||this,c.concat(d.call(arguments)))},e.guid=a.guid=a.guid||m.guid++,e):void 0},now:function(){return+new Date},support:k}),m.each("Boolean Number String Function Array Date RegExp Object Error".split(" "),function(a,b){h["[object "+b+"]"]=b.toLowerCase()});function r(a){var b="length"in a&&a.length,c=m.type(a);return"function"===c||m.isWindow(a)?!1:1===a.nodeType&&b?!0:"array"===c||0===b||"number"==typeof b&&b>0&&b-1 in a}var s=function(a){var b,c,d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t,u="sizzle"+1*new Date,v=a.document,w=0,x=0,y=ha(),z=ha(),A=ha(),B=function(a,b){return a===b&&(l=!0),0},C=1<<31,D={}.hasOwnProperty,E=[],F=E.pop,G=E.push,H=E.push,I=E.slice,J=function(a,b){for(var c=0,d=a.length;d>c;c++)if(a[c]===b)return c;return-1},K="checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|ismap|loop|multiple|open|readonly|required|scoped",L="[\\x20\\t\\r\\n\\f]",M="(?:\\\\.|[\\w-]|[^\\x00-\\xa0])+",N=M.replace("w","w#"),O="\\["+L+"*("+M+")(?:"+L+"*([*^$|!~]?=)"+L+"*(?:'((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\"|("+N+"))|)"+L+"*\\]",P=":("+M+")(?:\\((('((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\")|((?:\\\\.|[^\\\\()[\\]]|"+O+")*)|.*)\\)|)",Q=new RegExp(L+"+","g"),R=new RegExp("^"+L+"+|((?:^|[^\\\\])(?:\\\\.)*)"+L+"+$","g"),S=new RegExp("^"+L+"*,"+L+"*"),T=new RegExp("^"+L+"*([>+~]|"+L+")"+L+"*"),U=new RegExp("="+L+"*([^\\]'\"]*?)"+L+"*\\]","g"),V=new RegExp(P),W=new RegExp("^"+N+"$"),X={ID:new RegExp("^#("+M+")"),CLASS:new RegExp("^\\.("+M+")"),TAG:new RegExp("^("+M.replace("w","w*")+")"),ATTR:new RegExp("^"+O),PSEUDO:new RegExp("^"+P),CHILD:new RegExp("^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\("+L+"*(even|odd|(([+-]|)(\\d*)n|)"+L+"*(?:([+-]|)"+L+"*(\\d+)|))"+L+"*\\)|)","i"),bool:new RegExp("^(?:"+K+")$","i"),needsContext:new RegExp("^"+L+"*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\("+L+"*((?:-\\d)?\\d*)"+L+"*\\)|)(?=[^-]|$)","i")},Y=/^(?:input|select|textarea|button)$/i,Z=/^h\d$/i,$=/^[^{]+\{\s*\[native \w/,_=/^(?:#([\w-]+)|(\w+)|\.([\w-]+))$/,aa=/[+~]/,ba=/'|\\/g,ca=new RegExp("\\\\([\\da-f]{1,6}"+L+"?|("+L+")|.)","ig"),da=function(a,b,c){var d="0x"+b-65536;return d!==d||c?b:0>d?String.fromCharCode(d+65536):String.fromCharCode(d>>10|55296,1023&d|56320)},ea=function(){m()};try{H.apply(E=I.call(v.childNodes),v.childNodes),E[v.childNodes.length].nodeType}catch(fa){H={apply:E.length?function(a,b){G.apply(a,I.call(b))}:function(a,b){var c=a.length,d=0;while(a[c++]=b[d++]);a.length=c-1}}}function ga(a,b,d,e){var f,h,j,k,l,o,r,s,w,x;if((b?b.ownerDocument||b:v)!==n&&m(b),b=b||n,d=d||[],k=b.nodeType,"string"!=typeof a||!a||1!==k&&9!==k&&11!==k)return d;if(!e&&p){if(11!==k&&(f=_.exec(a)))if(j=f[1]){if(9===k){if(h=b.getElementById(j),!h||!h.parentNode)return d;if(h.id===j)return d.push(h),d}else if(b.ownerDocument&&(h=b.ownerDocument.getElementById(j))&&t(b,h)&&h.id===j)return d.push(h),d}else{if(f[2])return H.apply(d,b.getElementsByTagName(a)),d;if((j=f[3])&&c.getElementsByClassName)return H.apply(d,b.getElementsByClassName(j)),d}if(c.qsa&&(!q||!q.test(a))){if(s=r=u,w=b,x=1!==k&&a,1===k&&"object"!==b.nodeName.toLowerCase()){o=g(a),(r=b.getAttribute("id"))?s=r.replace(ba,"\\$&"):b.setAttribute("id",s),s="[id='"+s+"'] ",l=o.length;while(l--)o[l]=s+ra(o[l]);w=aa.test(a)&&pa(b.parentNode)||b,x=o.join(",")}if(x)try{return H.apply(d,w.querySelectorAll(x)),d}catch(y){}finally{r||b.removeAttribute("id")}}}return i(a.replace(R,"$1"),b,d,e)}function ha(){var a=[];function b(c,e){return a.push(c+" ")>d.cacheLength&&delete b[a.shift()],b[c+" "]=e}return b}function ia(a){return a[u]=!0,a}function ja(a){var b=n.createElement("div");try{return!!a(b)}catch(c){return!1}finally{b.parentNode&&b.parentNode.removeChild(b),b=null}}function ka(a,b){var c=a.split("|"),e=a.length;while(e--)d.attrHandle[c[e]]=b}function la(a,b){var c=b&&a,d=c&&1===a.nodeType&&1===b.nodeType&&(~b.sourceIndex||C)-(~a.sourceIndex||C);if(d)return d;if(c)while(c=c.nextSibling)if(c===b)return-1;return a?1:-1}function ma(a){return function(b){var c=b.nodeName.toLowerCase();return"input"===c&&b.type===a}}function na(a){return function(b){var c=b.nodeName.toLowerCase();return("input"===c||"button"===c)&&b.type===a}}function oa(a){return ia(function(b){return b=+b,ia(function(c,d){var e,f=a([],c.length,b),g=f.length;while(g--)c[e=f[g]]&&(c[e]=!(d[e]=c[e]))})})}function pa(a){return a&&"undefined"!=typeof a.getElementsByTagName&&a}c=ga.support={},f=ga.isXML=function(a){var b=a&&(a.ownerDocument||a).documentElement;return b?"HTML"!==b.nodeName:!1},m=ga.setDocument=function(a){var b,e,g=a?a.ownerDocument||a:v;return g!==n&&9===g.nodeType&&g.documentElement?(n=g,o=g.documentElement,e=g.defaultView,e&&e!==e.top&&(e.addEventListener?e.addEventListener("unload",ea,!1):e.attachEvent&&e.attachEvent("onunload",ea)),p=!f(g),c.attributes=ja(function(a){return a.className="i",!a.getAttribute("className")}),c.getElementsByTagName=ja(function(a){return a.appendChild(g.createComment("")),!a.getElementsByTagName("*").length}),c.getElementsByClassName=$.test(g.getElementsByClassName),c.getById=ja(function(a){return o.appendChild(a).id=u,!g.getElementsByName||!g.getElementsByName(u).length}),c.getById?(d.find.ID=function(a,b){if("undefined"!=typeof b.getElementById&&p){var c=b.getElementById(a);return c&&c.parentNode?[c]:[]}},d.filter.ID=function(a){var b=a.replace(ca,da);return function(a){return a.getAttribute("id")===b}}):(delete d.find.ID,d.filter.ID=function(a){var b=a.replace(ca,da);return function(a){var c="undefined"!=typeof a.getAttributeNode&&a.getAttributeNode("id");return c&&c.value===b}}),d.find.TAG=c.getElementsByTagName?function(a,b){return"undefined"!=typeof b.getElementsByTagName?b.getElementsByTagName(a):c.qsa?b.querySelectorAll(a):void 0}:function(a,b){var c,d=[],e=0,f=b.getElementsByTagName(a);if("*"===a){while(c=f[e++])1===c.nodeType&&d.push(c);return d}return f},d.find.CLASS=c.getElementsByClassName&&function(a,b){return p?b.getElementsByClassName(a):void 0},r=[],q=[],(c.qsa=$.test(g.querySelectorAll))&&(ja(function(a){o.appendChild(a).innerHTML="<a id='"+u+"'></a><select id='"+u+"-\f]' msallowcapture=''><option selected=''></option></select>",a.querySelectorAll("[msallowcapture^='']").length&&q.push("[*^$]="+L+"*(?:''|\"\")"),a.querySelectorAll("[selected]").length||q.push("\\["+L+"*(?:value|"+K+")"),a.querySelectorAll("[id~="+u+"-]").length||q.push("~="),a.querySelectorAll(":checked").length||q.push(":checked"),a.querySelectorAll("a#"+u+"+*").length||q.push(".#.+[+~]")}),ja(function(a){var b=g.createElement("input");b.setAttribute("type","hidden"),a.appendChild(b).setAttribute("name","D"),a.querySelectorAll("[name=d]").length&&q.push("name"+L+"*[*^$|!~]?="),a.querySelectorAll(":enabled").length||q.push(":enabled",":disabled"),a.querySelectorAll("*,:x"),q.push(",.*:")})),(c.matchesSelector=$.test(s=o.matches||o.webkitMatchesSelector||o.mozMatchesSelector||o.oMatchesSelector||o.msMatchesSelector))&&ja(function(a){c.disconnectedMatch=s.call(a,"div"),s.call(a,"[s!='']:x"),r.push("!=",P)}),q=q.length&&new RegExp(q.join("|")),r=r.length&&new RegExp(r.join("|")),b=$.test(o.compareDocumentPosition),t=b||$.test(o.contains)?function(a,b){var c=9===a.nodeType?a.documentElement:a,d=b&&b.parentNode;return a===d||!(!d||1!==d.nodeType||!(c.contains?c.contains(d):a.compareDocumentPosition&&16&a.compareDocumentPosition(d)))}:function(a,b){if(b)while(b=b.parentNode)if(b===a)return!0;return!1},B=b?function(a,b){if(a===b)return l=!0,0;var d=!a.compareDocumentPosition-!b.compareDocumentPosition;return d?d:(d=(a.ownerDocument||a)===(b.ownerDocument||b)?a.compareDocumentPosition(b):1,1&d||!c.sortDetached&&b.compareDocumentPosition(a)===d?a===g||a.ownerDocument===v&&t(v,a)?-1:b===g||b.ownerDocument===v&&t(v,b)?1:k?J(k,a)-J(k,b):0:4&d?-1:1)}:function(a,b){if(a===b)return l=!0,0;var c,d=0,e=a.parentNode,f=b.parentNode,h=[a],i=[b];if(!e||!f)return a===g?-1:b===g?1:e?-1:f?1:k?J(k,a)-J(k,b):0;if(e===f)return la(a,b);c=a;while(c=c.parentNode)h.unshift(c);c=b;while(c=c.parentNode)i.unshift(c);while(h[d]===i[d])d++;return d?la(h[d],i[d]):h[d]===v?-1:i[d]===v?1:0},g):n},ga.matches=function(a,b){return ga(a,null,null,b)},ga.matchesSelector=function(a,b){if((a.ownerDocument||a)!==n&&m(a),b=b.replace(U,"='$1']"),!(!c.matchesSelector||!p||r&&r.test(b)||q&&q.test(b)))try{var d=s.call(a,b);if(d||c.disconnectedMatch||a.document&&11!==a.document.nodeType)return d}catch(e){}return ga(b,n,null,[a]).length>0},ga.contains=function(a,b){return(a.ownerDocument||a)!==n&&m(a),t(a,b)},ga.attr=function(a,b){(a.ownerDocument||a)!==n&&m(a);var e=d.attrHandle[b.toLowerCase()],f=e&&D.call(d.attrHandle,b.toLowerCase())?e(a,b,!p):void 0;return void 0!==f?f:c.attributes||!p?a.getAttribute(b):(f=a.getAttributeNode(b))&&f.specified?f.value:null},ga.error=function(a){throw new Error("Syntax error, unrecognized expression: "+a)},ga.uniqueSort=function(a){var b,d=[],e=0,f=0;if(l=!c.detectDuplicates,k=!c.sortStable&&a.slice(0),a.sort(B),l){while(b=a[f++])b===a[f]&&(e=d.push(f));while(e--)a.splice(d[e],1)}return k=null,a},e=ga.getText=function(a){var b,c="",d=0,f=a.nodeType;if(f){if(1===f||9===f||11===f){if("string"==typeof a.textContent)return a.textContent;for(a=a.firstChild;a;a=a.nextSibling)c+=e(a)}else if(3===f||4===f)return a.nodeValue}else while(b=a[d++])c+=e(b);return c},d=ga.selectors={cacheLength:50,createPseudo:ia,match:X,attrHandle:{},find:{},relative:{">":{dir:"parentNode",first:!0}," ":{dir:"parentNode"},"+":{dir:"previousSibling",first:!0},"~":{dir:"previousSibling"}},preFilter:{ATTR:function(a){return a[1]=a[1].replace(ca,da),a[3]=(a[3]||a[4]||a[5]||"").replace(ca,da),"~="===a[2]&&(a[3]=" "+a[3]+" "),a.slice(0,4)},CHILD:function(a){return a[1]=a[1].toLowerCase(),"nth"===a[1].slice(0,3)?(a[3]||ga.error(a[0]),a[4]=+(a[4]?a[5]+(a[6]||1):2*("even"===a[3]||"odd"===a[3])),a[5]=+(a[7]+a[8]||"odd"===a[3])):a[3]&&ga.error(a[0]),a},PSEUDO:function(a){var b,c=!a[6]&&a[2];return X.CHILD.test(a[0])?null:(a[3]?a[2]=a[4]||a[5]||"":c&&V.test(c)&&(b=g(c,!0))&&(b=c.indexOf(")",c.length-b)-c.length)&&(a[0]=a[0].slice(0,b),a[2]=c.slice(0,b)),a.slice(0,3))}},filter:{TAG:function(a){var b=a.replace(ca,da).toLowerCase();return"*"===a?function(){return!0}:function(a){return a.nodeName&&a.nodeName.toLowerCase()===b}},CLASS:function(a){var b=y[a+" "];return b||(b=new RegExp("(^|"+L+")"+a+"("+L+"|$)"))&&y(a,function(a){return b.test("string"==typeof a.className&&a.className||"undefined"!=typeof a.getAttribute&&a.getAttribute("class")||"")})},ATTR:function(a,b,c){return function(d){var e=ga.attr(d,a);return null==e?"!="===b:b?(e+="","="===b?e===c:"!="===b?e!==c:"^="===b?c&&0===e.indexOf(c):"*="===b?c&&e.indexOf(c)>-1:"$="===b?c&&e.slice(-c.length)===c:"~="===b?(" "+e.replace(Q," ")+" ").indexOf(c)>-1:"|="===b?e===c||e.slice(0,c.length+1)===c+"-":!1):!0}},CHILD:function(a,b,c,d,e){var f="nth"!==a.slice(0,3),g="last"!==a.slice(-4),h="of-type"===b;return 1===d&&0===e?function(a){return!!a.parentNode}:function(b,c,i){var j,k,l,m,n,o,p=f!==g?"nextSibling":"previousSibling",q=b.parentNode,r=h&&b.nodeName.toLowerCase(),s=!i&&!h;if(q){if(f){while(p){l=b;while(l=l[p])if(h?l.nodeName.toLowerCase()===r:1===l.nodeType)return!1;o=p="only"===a&&!o&&"nextSibling"}return!0}if(o=[g?q.firstChild:q.lastChild],g&&s){k=q[u]||(q[u]={}),j=k[a]||[],n=j[0]===w&&j[1],m=j[0]===w&&j[2],l=n&&q.childNodes[n];while(l=++n&&l&&l[p]||(m=n=0)||o.pop())if(1===l.nodeType&&++m&&l===b){k[a]=[w,n,m];break}}else if(s&&(j=(b[u]||(b[u]={}))[a])&&j[0]===w)m=j[1];else while(l=++n&&l&&l[p]||(m=n=0)||o.pop())if((h?l.nodeName.toLowerCase()===r:1===l.nodeType)&&++m&&(s&&((l[u]||(l[u]={}))[a]=[w,m]),l===b))break;return m-=e,m===d||m%d===0&&m/d>=0}}},PSEUDO:function(a,b){var c,e=d.pseudos[a]||d.setFilters[a.toLowerCase()]||ga.error("unsupported pseudo: "+a);return e[u]?e(b):e.length>1?(c=[a,a,"",b],d.setFilters.hasOwnProperty(a.toLowerCase())?ia(function(a,c){var d,f=e(a,b),g=f.length;while(g--)d=J(a,f[g]),a[d]=!(c[d]=f[g])}):function(a){return e(a,0,c)}):e}},pseudos:{not:ia(function(a){var b=[],c=[],d=h(a.replace(R,"$1"));return d[u]?ia(function(a,b,c,e){var f,g=d(a,null,e,[]),h=a.length;while(h--)(f=g[h])&&(a[h]=!(b[h]=f))}):function(a,e,f){return b[0]=a,d(b,null,f,c),b[0]=null,!c.pop()}}),has:ia(function(a){return function(b){return ga(a,b).length>0}}),contains:ia(function(a){return a=a.replace(ca,da),function(b){return(b.textContent||b.innerText||e(b)).indexOf(a)>-1}}),lang:ia(function(a){return W.test(a||"")||ga.error("unsupported lang: "+a),a=a.replace(ca,da).toLowerCase(),function(b){var c;do if(c=p?b.lang:b.getAttribute("xml:lang")||b.getAttribute("lang"))return c=c.toLowerCase(),c===a||0===c.indexOf(a+"-");while((b=b.parentNode)&&1===b.nodeType);return!1}}),target:function(b){var c=a.location&&a.location.hash;return c&&c.slice(1)===b.id},root:function(a){return a===o},focus:function(a){return a===n.activeElement&&(!n.hasFocus||n.hasFocus())&&!!(a.type||a.href||~a.tabIndex)},enabled:function(a){return a.disabled===!1},disabled:function(a){return a.disabled===!0},checked:function(a){var b=a.nodeName.toLowerCase();return"input"===b&&!!a.checked||"option"===b&&!!a.selected},selected:function(a){return a.parentNode&&a.parentNode.selectedIndex,a.selected===!0},empty:function(a){for(a=a.firstChild;a;a=a.nextSibling)if(a.nodeType<6)return!1;return!0},parent:function(a){return!d.pseudos.empty(a)},header:function(a){return Z.test(a.nodeName)},input:function(a){return Y.test(a.nodeName)},button:function(a){var b=a.nodeName.toLowerCase();return"input"===b&&"button"===a.type||"button"===b},text:function(a){var b;return"input"===a.nodeName.toLowerCase()&&"text"===a.type&&(null==(b=a.getAttribute("type"))||"text"===b.toLowerCase())},first:oa(function(){return[0]}),last:oa(function(a,b){return[b-1]}),eq:oa(function(a,b,c){return[0>c?c+b:c]}),even:oa(function(a,b){for(var c=0;b>c;c+=2)a.push(c);return a}),odd:oa(function(a,b){for(var c=1;b>c;c+=2)a.push(c);return a}),lt:oa(function(a,b,c){for(var d=0>c?c+b:c;--d>=0;)a.push(d);return a}),gt:oa(function(a,b,c){for(var d=0>c?c+b:c;++d<b;)a.push(d);return a})}},d.pseudos.nth=d.pseudos.eq;for(b in{radio:!0,checkbox:!0,file:!0,password:!0,image:!0})d.pseudos[b]=ma(b);for(b in{submit:!0,reset:!0})d.pseudos[b]=na(b);function qa(){}qa.prototype=d.filters=d.pseudos,d.setFilters=new qa,g=ga.tokenize=function(a,b){var c,e,f,g,h,i,j,k=z[a+" "];if(k)return b?0:k.slice(0);h=a,i=[],j=d.preFilter;while(h){(!c||(e=S.exec(h)))&&(e&&(h=h.slice(e[0].length)||h),i.push(f=[])),c=!1,(e=T.exec(h))&&(c=e.shift(),f.push({value:c,type:e[0].replace(R," ")}),h=h.slice(c.length));for(g in d.filter)!(e=X[g].exec(h))||j[g]&&!(e=j[g](e))||(c=e.shift(),f.push({value:c,type:g,matches:e}),h=h.slice(c.length));if(!c)break}return b?h.length:h?ga.error(a):z(a,i).slice(0)};function ra(a){for(var b=0,c=a.length,d="";c>b;b++)d+=a[b].value;return d}function sa(a,b,c){var d=b.dir,e=c&&"parentNode"===d,f=x++;return b.first?function(b,c,f){while(b=b[d])if(1===b.nodeType||e)return a(b,c,f)}:function(b,c,g){var h,i,j=[w,f];if(g){while(b=b[d])if((1===b.nodeType||e)&&a(b,c,g))return!0}else while(b=b[d])if(1===b.nodeType||e){if(i=b[u]||(b[u]={}),(h=i[d])&&h[0]===w&&h[1]===f)return j[2]=h[2];if(i[d]=j,j[2]=a(b,c,g))return!0}}}function ta(a){return a.length>1?function(b,c,d){var e=a.length;while(e--)if(!a[e](b,c,d))return!1;return!0}:a[0]}function ua(a,b,c){for(var d=0,e=b.length;e>d;d++)ga(a,b[d],c);return c}function va(a,b,c,d,e){for(var f,g=[],h=0,i=a.length,j=null!=b;i>h;h++)(f=a[h])&&(!c||c(f,d,e))&&(g.push(f),j&&b.push(h));return g}function wa(a,b,c,d,e,f){return d&&!d[u]&&(d=wa(d)),e&&!e[u]&&(e=wa(e,f)),ia(function(f,g,h,i){var j,k,l,m=[],n=[],o=g.length,p=f||ua(b||"*",h.nodeType?[h]:h,[]),q=!a||!f&&b?p:va(p,m,a,h,i),r=c?e||(f?a:o||d)?[]:g:q;if(c&&c(q,r,h,i),d){j=va(r,n),d(j,[],h,i),k=j.length;while(k--)(l=j[k])&&(r[n[k]]=!(q[n[k]]=l))}if(f){if(e||a){if(e){j=[],k=r.length;while(k--)(l=r[k])&&j.push(q[k]=l);e(null,r=[],j,i)}k=r.length;while(k--)(l=r[k])&&(j=e?J(f,l):m[k])>-1&&(f[j]=!(g[j]=l))}}else r=va(r===g?r.splice(o,r.length):r),e?e(null,g,r,i):H.apply(g,r)})}function xa(a){for(var b,c,e,f=a.length,g=d.relative[a[0].type],h=g||d.relative[" "],i=g?1:0,k=sa(function(a){return a===b},h,!0),l=sa(function(a){return J(b,a)>-1},h,!0),m=[function(a,c,d){var e=!g&&(d||c!==j)||((b=c).nodeType?k(a,c,d):l(a,c,d));return b=null,e}];f>i;i++)if(c=d.relative[a[i].type])m=[sa(ta(m),c)];else{if(c=d.filter[a[i].type].apply(null,a[i].matches),c[u]){for(e=++i;f>e;e++)if(d.relative[a[e].type])break;return wa(i>1&&ta(m),i>1&&ra(a.slice(0,i-1).concat({value:" "===a[i-2].type?"*":""})).replace(R,"$1"),c,e>i&&xa(a.slice(i,e)),f>e&&xa(a=a.slice(e)),f>e&&ra(a))}m.push(c)}return ta(m)}function ya(a,b){var c=b.length>0,e=a.length>0,f=function(f,g,h,i,k){var l,m,o,p=0,q="0",r=f&&[],s=[],t=j,u=f||e&&d.find.TAG("*",k),v=w+=null==t?1:Math.random()||.1,x=u.length;for(k&&(j=g!==n&&g);q!==x&&null!=(l=u[q]);q++){if(e&&l){m=0;while(o=a[m++])if(o(l,g,h)){i.push(l);break}k&&(w=v)}c&&((l=!o&&l)&&p--,f&&r.push(l))}if(p+=q,c&&q!==p){m=0;while(o=b[m++])o(r,s,g,h);if(f){if(p>0)while(q--)r[q]||s[q]||(s[q]=F.call(i));s=va(s)}H.apply(i,s),k&&!f&&s.length>0&&p+b.length>1&&ga.uniqueSort(i)}return k&&(w=v,j=t),r};return c?ia(f):f}return h=ga.compile=function(a,b){var c,d=[],e=[],f=A[a+" "];if(!f){b||(b=g(a)),c=b.length;while(c--)f=xa(b[c]),f[u]?d.push(f):e.push(f);f=A(a,ya(e,d)),f.selector=a}return f},i=ga.select=function(a,b,e,f){var i,j,k,l,m,n="function"==typeof a&&a,o=!f&&g(a=n.selector||a);if(e=e||[],1===o.length){if(j=o[0]=o[0].slice(0),j.length>2&&"ID"===(k=j[0]).type&&c.getById&&9===b.nodeType&&p&&d.relative[j[1].type]){if(b=(d.find.ID(k.matches[0].replace(ca,da),b)||[])[0],!b)return e;n&&(b=b.parentNode),a=a.slice(j.shift().value.length)}i=X.needsContext.test(a)?0:j.length;while(i--){if(k=j[i],d.relative[l=k.type])break;if((m=d.find[l])&&(f=m(k.matches[0].replace(ca,da),aa.test(j[0].type)&&pa(b.parentNode)||b))){if(j.splice(i,1),a=f.length&&ra(j),!a)return H.apply(e,f),e;break}}}return(n||h(a,o))(f,b,!p,e,aa.test(a)&&pa(b.parentNode)||b),e},c.sortStable=u.split("").sort(B).join("")===u,c.detectDuplicates=!!l,m(),c.sortDetached=ja(function(a){return 1&a.compareDocumentPosition(n.createElement("div"))}),ja(function(a){return a.innerHTML="<a href='#'></a>","#"===a.firstChild.getAttribute("href")})||ka("type|href|height|width",function(a,b,c){return c?void 0:a.getAttribute(b,"type"===b.toLowerCase()?1:2)}),c.attributes&&ja(function(a){return a.innerHTML="<input/>",a.firstChild.setAttribute("value",""),""===a.firstChild.getAttribute("value")})||ka("value",function(a,b,c){return c||"input"!==a.nodeName.toLowerCase()?void 0:a.defaultValue}),ja(function(a){return null==a.getAttribute("disabled")})||ka(K,function(a,b,c){var d;return c?void 0:a[b]===!0?b.toLowerCase():(d=a.getAttributeNode(b))&&d.specified?d.value:null}),ga}(a);m.find=s,m.expr=s.selectors,m.expr[":"]=m.expr.pseudos,m.unique=s.uniqueSort,m.text=s.getText,m.isXMLDoc=s.isXML,m.contains=s.contains;var t=m.expr.match.needsContext,u=/^<(\w+)\s*\/?>(?:<\/\1>|)$/,v=/^.[^:#\[\.,]*$/;function w(a,b,c){if(m.isFunction(b))return m.grep(a,function(a,d){return!!b.call(a,d,a)!==c});if(b.nodeType)return m.grep(a,function(a){return a===b!==c});if("string"==typeof b){if(v.test(b))return m.filter(b,a,c);b=m.filter(b,a)}return m.grep(a,function(a){return m.inArray(a,b)>=0!==c})}m.filter=function(a,b,c){var d=b[0];return c&&(a=":not("+a+")"),1===b.length&&1===d.nodeType?m.find.matchesSelector(d,a)?[d]:[]:m.find.matches(a,m.grep(b,function(a){return 1===a.nodeType}))},m.fn.extend({find:function(a){var b,c=[],d=this,e=d.length;if("string"!=typeof a)return this.pushStack(m(a).filter(function(){for(b=0;e>b;b++)if(m.contains(d[b],this))return!0}));for(b=0;e>b;b++)m.find(a,d[b],c);return c=this.pushStack(e>1?m.unique(c):c),c.selector=this.selector?this.selector+" "+a:a,c},filter:function(a){return this.pushStack(w(this,a||[],!1))},not:function(a){return this.pushStack(w(this,a||[],!0))},is:function(a){return!!w(this,"string"==typeof a&&t.test(a)?m(a):a||[],!1).length}});var x,y=a.document,z=/^(?:\s*(<[\w\W]+>)[^>]*|#([\w-]*))$/,A=m.fn.init=function(a,b){var c,d;if(!a)return this;if("string"==typeof a){if(c="<"===a.charAt(0)&&">"===a.charAt(a.length-1)&&a.length>=3?[null,a,null]:z.exec(a),!c||!c[1]&&b)return!b||b.jquery?(b||x).find(a):this.constructor(b).find(a);if(c[1]){if(b=b instanceof m?b[0]:b,m.merge(this,m.parseHTML(c[1],b&&b.nodeType?b.ownerDocument||b:y,!0)),u.test(c[1])&&m.isPlainObject(b))for(c in b)m.isFunction(this[c])?this[c](b[c]):this.attr(c,b[c]);return this}if(d=y.getElementById(c[2]),d&&d.parentNode){if(d.id!==c[2])return x.find(a);this.length=1,this[0]=d}return this.context=y,this.selector=a,this}return a.nodeType?(this.context=this[0]=a,this.length=1,this):m.isFunction(a)?"undefined"!=typeof x.ready?x.ready(a):a(m):(void 0!==a.selector&&(this.selector=a.selector,this.context=a.context),m.makeArray(a,this))};A.prototype=m.fn,x=m(y);var B=/^(?:parents|prev(?:Until|All))/,C={children:!0,contents:!0,next:!0,prev:!0};m.extend({dir:function(a,b,c){var d=[],e=a[b];while(e&&9!==e.nodeType&&(void 0===c||1!==e.nodeType||!m(e).is(c)))1===e.nodeType&&d.push(e),e=e[b];return d},sibling:function(a,b){for(var c=[];a;a=a.nextSibling)1===a.nodeType&&a!==b&&c.push(a);return c}}),m.fn.extend({has:function(a){var b,c=m(a,this),d=c.length;return this.filter(function(){for(b=0;d>b;b++)if(m.contains(this,c[b]))return!0})},closest:function(a,b){for(var c,d=0,e=this.length,f=[],g=t.test(a)||"string"!=typeof a?m(a,b||this.context):0;e>d;d++)for(c=this[d];c&&c!==b;c=c.parentNode)if(c.nodeType<11&&(g?g.index(c)>-1:1===c.nodeType&&m.find.matchesSelector(c,a))){f.push(c);break}return this.pushStack(f.length>1?m.unique(f):f)},index:function(a){return a?"string"==typeof a?m.inArray(this[0],m(a)):m.inArray(a.jquery?a[0]:a,this):this[0]&&this[0].parentNode?this.first().prevAll().length:-1},add:function(a,b){return this.pushStack(m.unique(m.merge(this.get(),m(a,b))))},addBack:function(a){return this.add(null==a?this.prevObject:this.prevObject.filter(a))}});function D(a,b){do a=a[b];while(a&&1!==a.nodeType);return a}m.each({parent:function(a){var b=a.parentNode;return b&&11!==b.nodeType?b:null},parents:function(a){return m.dir(a,"parentNode")},parentsUntil:function(a,b,c){return m.dir(a,"parentNode",c)},next:function(a){return D(a,"nextSibling")},prev:function(a){return D(a,"previousSibling")},nextAll:function(a){return m.dir(a,"nextSibling")},prevAll:function(a){return m.dir(a,"previousSibling")},nextUntil:function(a,b,c){return m.dir(a,"nextSibling",c)},prevUntil:function(a,b,c){return m.dir(a,"previousSibling",c)},siblings:function(a){return m.sibling((a.parentNode||{}).firstChild,a)},children:function(a){return m.sibling(a.firstChild)},contents:function(a){return m.nodeName(a,"iframe")?a.contentDocument||a.contentWindow.document:m.merge([],a.childNodes)}},function(a,b){m.fn[a]=function(c,d){var e=m.map(this,b,c);return"Until"!==a.slice(-5)&&(d=c),d&&"string"==typeof d&&(e=m.filter(d,e)),this.length>1&&(C[a]||(e=m.unique(e)),B.test(a)&&(e=e.reverse())),this.pushStack(e)}});var E=/\S+/g,F={};function G(a){var b=F[a]={};return m.each(a.match(E)||[],function(a,c){b[c]=!0}),b}m.Callbacks=function(a){a="string"==typeof a?F[a]||G(a):m.extend({},a);var b,c,d,e,f,g,h=[],i=!a.once&&[],j=function(l){for(c=a.memory&&l,d=!0,f=g||0,g=0,e=h.length,b=!0;h&&e>f;f++)if(h[f].apply(l[0],l[1])===!1&&a.stopOnFalse){c=!1;break}b=!1,h&&(i?i.length&&j(i.shift()):c?h=[]:k.disable())},k={add:function(){if(h){var d=h.length;!function f(b){m.each(b,function(b,c){var d=m.type(c);"function"===d?a.unique&&k.has(c)||h.push(c):c&&c.length&&"string"!==d&&f(c)})}(arguments),b?e=h.length:c&&(g=d,j(c))}return this},remove:function(){return h&&m.each(arguments,function(a,c){var d;while((d=m.inArray(c,h,d))>-1)h.splice(d,1),b&&(e>=d&&e--,f>=d&&f--)}),this},has:function(a){return a?m.inArray(a,h)>-1:!(!h||!h.length)},empty:function(){return h=[],e=0,this},disable:function(){return h=i=c=void 0,this},disabled:function(){return!h},lock:function(){return i=void 0,c||k.disable(),this},locked:function(){return!i},fireWith:function(a,c){return!h||d&&!i||(c=c||[],c=[a,c.slice?c.slice():c],b?i.push(c):j(c)),this},fire:function(){return k.fireWith(this,arguments),this},fired:function(){return!!d}};return k},m.extend({Deferred:function(a){var b=[["resolve","done",m.Callbacks("once memory"),"resolved"],["reject","fail",m.Callbacks("once memory"),"rejected"],["notify","progress",m.Callbacks("memory")]],c="pending",d={state:function(){return c},always:function(){return e.done(arguments).fail(arguments),this},then:function(){var a=arguments;return m.Deferred(function(c){m.each(b,function(b,f){var g=m.isFunction(a[b])&&a[b];e[f[1]](function(){var a=g&&g.apply(this,arguments);a&&m.isFunction(a.promise)?a.promise().done(c.resolve).fail(c.reject).progress(c.notify):c[f[0]+"With"](this===d?c.promise():this,g?[a]:arguments)})}),a=null}).promise()},promise:function(a){return null!=a?m.extend(a,d):d}},e={};return d.pipe=d.then,m.each(b,function(a,f){var g=f[2],h=f[3];d[f[1]]=g.add,h&&g.add(function(){c=h},b[1^a][2].disable,b[2][2].lock),e[f[0]]=function(){return e[f[0]+"With"](this===e?d:this,arguments),this},e[f[0]+"With"]=g.fireWith}),d.promise(e),a&&a.call(e,e),e},when:function(a){var b=0,c=d.call(arguments),e=c.length,f=1!==e||a&&m.isFunction(a.promise)?e:0,g=1===f?a:m.Deferred(),h=function(a,b,c){return function(e){b[a]=this,c[a]=arguments.length>1?d.call(arguments):e,c===i?g.notifyWith(b,c):--f||g.resolveWith(b,c)}},i,j,k;if(e>1)for(i=new Array(e),j=new Array(e),k=new Array(e);e>b;b++)c[b]&&m.isFunction(c[b].promise)?c[b].promise().done(h(b,k,c)).fail(g.reject).progress(h(b,j,i)):--f;return f||g.resolveWith(k,c),g.promise()}});var H;m.fn.ready=function(a){return m.ready.promise().done(a),this},m.extend({isReady:!1,readyWait:1,holdReady:function(a){a?m.readyWait++:m.ready(!0)},ready:function(a){if(a===!0?!--m.readyWait:!m.isReady){if(!y.body)return setTimeout(m.ready);m.isReady=!0,a!==!0&&--m.readyWait>0||(H.resolveWith(y,[m]),m.fn.triggerHandler&&(m(y).triggerHandler("ready"),m(y).off("ready")))}}});function I(){y.addEventListener?(y.removeEventListener("DOMContentLoaded",J,!1),a.removeEventListener("load",J,!1)):(y.detachEvent("onreadystatechange",J),a.detachEvent("onload",J))}function J(){(y.addEventListener||"load"===event.type||"complete"===y.readyState)&&(I(),m.ready())}m.ready.promise=function(b){if(!H)if(H=m.Deferred(),"complete"===y.readyState)setTimeout(m.ready);else if(y.addEventListener)y.addEventListener("DOMContentLoaded",J,!1),a.addEventListener("load",J,!1);else{y.attachEvent("onreadystatechange",J),a.attachEvent("onload",J);var c=!1;try{c=null==a.frameElement&&y.documentElement}catch(d){}c&&c.doScroll&&!function e(){if(!m.isReady){try{c.doScroll("left")}catch(a){return setTimeout(e,50)}I(),m.ready()}}()}return H.promise(b)};var K="undefined",L;for(L in m(k))break;k.ownLast="0"!==L,k.inlineBlockNeedsLayout=!1,m(function(){var a,b,c,d;c=y.getElementsByTagName("body")[0],c&&c.style&&(b=y.createElement("div"),d=y.createElement("div"),d.style.cssText="position:absolute;border:0;width:0;height:0;top:0;left:-9999px",c.appendChild(d).appendChild(b),typeof b.style.zoom!==K&&(b.style.cssText="display:inline;margin:0;border:0;padding:1px;width:1px;zoom:1",k.inlineBlockNeedsLayout=a=3===b.offsetWidth,a&&(c.style.zoom=1)),c.removeChild(d))}),function(){var a=y.createElement("div");if(null==k.deleteExpando){k.deleteExpando=!0;try{delete a.test}catch(b){k.deleteExpando=!1}}a=null}(),m.acceptData=function(a){var b=m.noData[(a.nodeName+" ").toLowerCase()],c=+a.nodeType||1;return 1!==c&&9!==c?!1:!b||b!==!0&&a.getAttribute("classid")===b};var M=/^(?:\{[\w\W]*\}|\[[\w\W]*\])$/,N=/([A-Z])/g;function O(a,b,c){if(void 0===c&&1===a.nodeType){var d="data-"+b.replace(N,"-$1").toLowerCase();if(c=a.getAttribute(d),"string"==typeof c){try{c="true"===c?!0:"false"===c?!1:"null"===c?null:+c+""===c?+c:M.test(c)?m.parseJSON(c):c}catch(e){}m.data(a,b,c)}else c=void 0}return c}function P(a){var b;for(b in a)if(("data"!==b||!m.isEmptyObject(a[b]))&&"toJSON"!==b)return!1; 19 !function(a,b){"object"==typeof module&&"object"==typeof module.exports?module.exports=a.document?b(a,!0):function(a){if(!a.document)throw new Error("jQuery requires a window with a document");return b(a)}:b(a)}("undefined"!=typeof window?window:this,function(a,b){var c=[],d=c.slice,e=c.concat,f=c.push,g=c.indexOf,h={},i=h.toString,j=h.hasOwnProperty,k={},l="1.11.3",m=function(a,b){return new m.fn.init(a,b)},n=/^[\s\uFEFF\xA0]+|[\s\uFEFF\xA0]+$/g,o=/^-ms-/,p=/-([\da-z])/gi,q=function(a,b){return b.toUpperCase()};m.fn=m.prototype={jquery:l,constructor:m,selector:"",length:0,toArray:function(){return d.call(this)},get:function(a){return null!=a?0>a?this[a+this.length]:this[a]:d.call(this)},pushStack:function(a){var b=m.merge(this.constructor(),a);return b.prevObject=this,b.context=this.context,b},each:function(a,b){return m.each(this,a,b)},map:function(a){return this.pushStack(m.map(this,function(b,c){return a.call(b,c,b)}))},slice:function(){return this.pushStack(d.apply(this,arguments))},first:function(){return this.eq(0)},last:function(){return this.eq(-1)},eq:function(a){var b=this.length,c=+a+(0>a?b:0);return this.pushStack(c>=0&&b>c?[this[c]]:[])},end:function(){return this.prevObject||this.constructor(null)},push:f,sort:c.sort,splice:c.splice},m.extend=m.fn.extend=function(){var a,b,c,d,e,f,g=arguments[0]||{},h=1,i=arguments.length,j=!1;for("boolean"==typeof g&&(j=g,g=arguments[h]||{},h++),"object"==typeof g||m.isFunction(g)||(g={}),h===i&&(g=this,h--);i>h;h++)if(null!=(e=arguments[h]))for(d in e)a=g[d],c=e[d],g!==c&&(j&&c&&(m.isPlainObject(c)||(b=m.isArray(c)))?(b?(b=!1,f=a&&m.isArray(a)?a:[]):f=a&&m.isPlainObject(a)?a:{},g[d]=m.extend(j,f,c)):void 0!==c&&(g[d]=c));return g},m.extend({expando:"jQuery"+(l+Math.random()).replace(/\D/g,""),isReady:!0,error:function(a){throw new Error(a)},noop:function(){},isFunction:function(a){return"function"===m.type(a)},isArray:Array.isArray||function(a){return"array"===m.type(a)},isWindow:function(a){return null!=a&&a==a.window},isNumeric:function(a){return!m.isArray(a)&&a-parseFloat(a)+1>=0},isEmptyObject:function(a){var b;for(b in a)return!1;return!0},isPlainObject:function(a){var b;if(!a||"object"!==m.type(a)||a.nodeType||m.isWindow(a))return!1;try{if(a.constructor&&!j.call(a,"constructor")&&!j.call(a.constructor.prototype,"isPrototypeOf"))return!1}catch(c){return!1}if(k.ownLast)for(b in a)return j.call(a,b);for(b in a);return void 0===b||j.call(a,b)},type:function(a){return null==a?a+"":"object"==typeof a||"function"==typeof a?h[i.call(a)]||"object":typeof a},globalEval:function(b){b&&m.trim(b)&&(a.execScript||function(b){a.eval.call(a,b)})(b)},camelCase:function(a){return a.replace(o,"ms-").replace(p,q)},nodeName:function(a,b){return a.nodeName&&a.nodeName.toLowerCase()===b.toLowerCase()},each:function(a,b,c){var d,e=0,f=a.length,g=r(a);if(c){if(g){for(;f>e;e++)if(d=b.apply(a[e],c),d===!1)break}else for(e in a)if(d=b.apply(a[e],c),d===!1)break}else if(g){for(;f>e;e++)if(d=b.call(a[e],e,a[e]),d===!1)break}else for(e in a)if(d=b.call(a[e],e,a[e]),d===!1)break;return a},trim:function(a){return null==a?"":(a+"").replace(n,"")},makeArray:function(a,b){var c=b||[];return null!=a&&(r(Object(a))?m.merge(c,"string"==typeof a?[a]:a):f.call(c,a)),c},inArray:function(a,b,c){var d;if(b){if(g)return g.call(b,a,c);for(d=b.length,c=c?0>c?Math.max(0,d+c):c:0;d>c;c++)if(c in b&&b[c]===a)return c}return-1},merge:function(a,b){var c=+b.length,d=0,e=a.length;while(c>d)a[e++]=b[d++];if(c!==c)while(void 0!==b[d])a[e++]=b[d++];return a.length=e,a},grep:function(a,b,c){for(var d,e=[],f=0,g=a.length,h=!c;g>f;f++)d=!b(a[f],f),d!==h&&e.push(a[f]);return e},map:function(a,b,c){var d,f=0,g=a.length,h=r(a),i=[];if(h)for(;g>f;f++)d=b(a[f],f,c),null!=d&&i.push(d);else for(f in a)d=b(a[f],f,c),null!=d&&i.push(d);return e.apply([],i)},guid:1,proxy:function(a,b){var c,e,f;return"string"==typeof b&&(f=a[b],b=a,a=f),m.isFunction(a)?(c=d.call(arguments,2),e=function(){return a.apply(b||this,c.concat(d.call(arguments)))},e.guid=a.guid=a.guid||m.guid++,e):void 0},now:function(){return+new Date},support:k}),m.each("Boolean Number String Function Array Date RegExp Object Error".split(" "),function(a,b){h["[object "+b+"]"]=b.toLowerCase()});function r(a){var b="length"in a&&a.length,c=m.type(a);return"function"===c||m.isWindow(a)?!1:1===a.nodeType&&b?!0:"array"===c||0===b||"number"==typeof b&&b>0&&b-1 in a}var s=function(a){var b,c,d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t,u="sizzle"+1*new Date,v=a.document,w=0,x=0,y=ha(),z=ha(),A=ha(),B=function(a,b){return a===b&&(l=!0),0},C=1<<31,D={}.hasOwnProperty,E=[],F=E.pop,G=E.push,H=E.push,I=E.slice,J=function(a,b){for(var c=0,d=a.length;d>c;c++)if(a[c]===b)return c;return-1},K="checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|ismap|loop|multiple|open|readonly|required|scoped",L="[\\x20\\t\\r\\n\\f]",M="(?:\\\\.|[\\w-]|[^\\x00-\\xa0])+",N=M.replace("w","w#"),O="\\["+L+"*("+M+")(?:"+L+"*([*^$|!~]?=)"+L+"*(?:'((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\"|("+N+"))|)"+L+"*\\]",P=":("+M+")(?:\\((('((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\")|((?:\\\\.|[^\\\\()[\\]]|"+O+")*)|.*)\\)|)",Q=new RegExp(L+"+","g"),R=new RegExp("^"+L+"+|((?:^|[^\\\\])(?:\\\\.)*)"+L+"+$","g"),S=new RegExp("^"+L+"*,"+L+"*"),T=new RegExp("^"+L+"*([>+~]|"+L+")"+L+"*"),U=new RegExp("="+L+"*([^\\]'\"]*?)"+L+"*\\]","g"),V=new RegExp(P),W=new RegExp("^"+N+"$"),X={ID:new RegExp("^#("+M+")"),CLASS:new RegExp("^\\.("+M+")"),TAG:new RegExp("^("+M.replace("w","w*")+")"),ATTR:new RegExp("^"+O),PSEUDO:new RegExp("^"+P),CHILD:new RegExp("^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\("+L+"*(even|odd|(([+-]|)(\\d*)n|)"+L+"*(?:([+-]|)"+L+"*(\\d+)|))"+L+"*\\)|)","i"),bool:new RegExp("^(?:"+K+")$","i"),needsContext:new RegExp("^"+L+"*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\("+L+"*((?:-\\d)?\\d*)"+L+"*\\)|)(?=[^-]|$)","i")},Y=/^(?:input|select|textarea|button)$/i,Z=/^h\d$/i,$=/^[^{]+\{\s*\[native \w/,_=/^(?:#([\w-]+)|(\w+)|\.([\w-]+))$/,aa=/[+~]/,ba=/'|\\/g,ca=new RegExp("\\\\([\\da-f]{1,6}"+L+"?|("+L+")|.)","ig"),da=function(a,b,c){var d="0x"+b-65536;return d!==d||c?b:0>d?String.fromCharCode(d+65536):String.fromCharCode(d>>10|55296,1023&d|56320)},ea=function(){m()};try{H.apply(E=I.call(v.childNodes),v.childNodes),E[v.childNodes.length].nodeType}catch(fa){H={apply:E.length?function(a,b){G.apply(a,I.call(b))}:function(a,b){var c=a.length,d=0;while(a[c++]=b[d++]);a.length=c-1}}}function ga(a,b,d,e){var f,h,j,k,l,o,r,s,w,x;if((b?b.ownerDocument||b:v)!==n&&m(b),b=b||n,d=d||[],k=b.nodeType,"string"!=typeof a||!a||1!==k&&9!==k&&11!==k)return d;if(!e&&p){if(11!==k&&(f=_.exec(a)))if(j=f[1]){if(9===k){if(h=b.getElementById(j),!h||!h.parentNode)return d;if(h.id===j)return d.push(h),d}else if(b.ownerDocument&&(h=b.ownerDocument.getElementById(j))&&t(b,h)&&h.id===j)return d.push(h),d}else{if(f[2])return H.apply(d,b.getElementsByTagName(a)),d;if((j=f[3])&&c.getElementsByClassName)return H.apply(d,b.getElementsByClassName(j)),d}if(c.qsa&&(!q||!q.test(a))){if(s=r=u,w=b,x=1!==k&&a,1===k&&"object"!==b.nodeName.toLowerCase()){o=g(a),(r=b.getAttribute("id"))?s=r.replace(ba,"\\$&"):b.setAttribute("id",s),s="[id='"+s+"'] ",l=o.length;while(l--)o[l]=s+ra(o[l]);w=aa.test(a)&&pa(b.parentNode)||b,x=o.join(",")}if(x)try{return H.apply(d,w.querySelectorAll(x)),d}catch(y){}finally{r||b.removeAttribute("id")}}}return i(a.replace(R,"$1"),b,d,e)}function ha(){var a=[];function b(c,e){return a.push(c+" ")>d.cacheLength&&delete b[a.shift()],b[c+" "]=e}return b}function ia(a){return a[u]=!0,a}function ja(a){var b=n.createElement("div");try{return!!a(b)}catch(c){return!1}finally{b.parentNode&&b.parentNode.removeChild(b),b=null}}function ka(a,b){var c=a.split("|"),e=a.length;while(e--)d.attrHandle[c[e]]=b}function la(a,b){var c=b&&a,d=c&&1===a.nodeType&&1===b.nodeType&&(~b.sourceIndex||C)-(~a.sourceIndex||C);if(d)return d;if(c)while(c=c.nextSibling)if(c===b)return-1;return a?1:-1}function ma(a){return function(b){var c=b.nodeName.toLowerCase();return"input"===c&&b.type===a}}function na(a){return function(b){var c=b.nodeName.toLowerCase();return("input"===c||"button"===c)&&b.type===a}}function oa(a){return ia(function(b){return b=+b,ia(function(c,d){var e,f=a([],c.length,b),g=f.length;while(g--)c[e=f[g]]&&(c[e]=!(d[e]=c[e]))})})}function pa(a){return a&&"undefined"!=typeof a.getElementsByTagName&&a}c=ga.support={},f=ga.isXML=function(a){var b=a&&(a.ownerDocument||a).documentElement;return b?"HTML"!==b.nodeName:!1},m=ga.setDocument=function(a){var b,e,g=a?a.ownerDocument||a:v;return g!==n&&9===g.nodeType&&g.documentElement?(n=g,o=g.documentElement,e=g.defaultView,e&&e!==e.top&&(e.addEventListener?e.addEventListener("unload",ea,!1):e.attachEvent&&e.attachEvent("onunload",ea)),p=!f(g),c.attributes=ja(function(a){return a.className="i",!a.getAttribute("className")}),c.getElementsByTagName=ja(function(a){return a.appendChild(g.createComment("")),!a.getElementsByTagName("*").length}),c.getElementsByClassName=$.test(g.getElementsByClassName),c.getById=ja(function(a){return o.appendChild(a).id=u,!g.getElementsByName||!g.getElementsByName(u).length}),c.getById?(d.find.ID=function(a,b){if("undefined"!=typeof b.getElementById&&p){var c=b.getElementById(a);return c&&c.parentNode?[c]:[]}},d.filter.ID=function(a){var b=a.replace(ca,da);return function(a){return a.getAttribute("id")===b}}):(delete d.find.ID,d.filter.ID=function(a){var b=a.replace(ca,da);return function(a){var c="undefined"!=typeof a.getAttributeNode&&a.getAttributeNode("id");return c&&c.value===b}}),d.find.TAG=c.getElementsByTagName?function(a,b){return"undefined"!=typeof b.getElementsByTagName?b.getElementsByTagName(a):c.qsa?b.querySelectorAll(a):void 0}:function(a,b){var c,d=[],e=0,f=b.getElementsByTagName(a);if("*"===a){while(c=f[e++])1===c.nodeType&&d.push(c);return d}return f},d.find.CLASS=c.getElementsByClassName&&function(a,b){return p?b.getElementsByClassName(a):void 0},r=[],q=[],(c.qsa=$.test(g.querySelectorAll))&&(ja(function(a){o.appendChild(a).innerHTML="<a id='"+u+"'></a><select id='"+u+"-\f]' msallowcapture=''><option selected=''></option></select>",a.querySelectorAll("[msallowcapture^='']").length&&q.push("[*^$]="+L+"*(?:''|\"\")"),a.querySelectorAll("[selected]").length||q.push("\\["+L+"*(?:value|"+K+")"),a.querySelectorAll("[id~="+u+"-]").length||q.push("~="),a.querySelectorAll(":checked").length||q.push(":checked"),a.querySelectorAll("a#"+u+"+*").length||q.push(".#.+[+~]")}),ja(function(a){var b=g.createElement("input");b.setAttribute("type","hidden"),a.appendChild(b).setAttribute("name","D"),a.querySelectorAll("[name=d]").length&&q.push("name"+L+"*[*^$|!~]?="),a.querySelectorAll(":enabled").length||q.push(":enabled",":disabled"),a.querySelectorAll("*,:x"),q.push(",.*:")})),(c.matchesSelector=$.test(s=o.matches||o.webkitMatchesSelector||o.mozMatchesSelector||o.oMatchesSelector||o.msMatchesSelector))&&ja(function(a){c.disconnectedMatch=s.call(a,"div"),s.call(a,"[s!='']:x"),r.push("!=",P)}),q=q.length&&new RegExp(q.join("|")),r=r.length&&new RegExp(r.join("|")),b=$.test(o.compareDocumentPosition),t=b||$.test(o.contains)?function(a,b){var c=9===a.nodeType?a.documentElement:a,d=b&&b.parentNode;return a===d||!(!d||1!==d.nodeType||!(c.contains?c.contains(d):a.compareDocumentPosition&&16&a.compareDocumentPosition(d)))}:function(a,b){if(b)while(b=b.parentNode)if(b===a)return!0;return!1},B=b?function(a,b){if(a===b)return l=!0,0;var d=!a.compareDocumentPosition-!b.compareDocumentPosition;return d?d:(d=(a.ownerDocument||a)===(b.ownerDocument||b)?a.compareDocumentPosition(b):1,1&d||!c.sortDetached&&b.compareDocumentPosition(a)===d?a===g||a.ownerDocument===v&&t(v,a)?-1:b===g||b.ownerDocument===v&&t(v,b)?1:k?J(k,a)-J(k,b):0:4&d?-1:1)}:function(a,b){if(a===b)return l=!0,0;var c,d=0,e=a.parentNode,f=b.parentNode,h=[a],i=[b];if(!e||!f)return a===g?-1:b===g?1:e?-1:f?1:k?J(k,a)-J(k,b):0;if(e===f)return la(a,b);c=a;while(c=c.parentNode)h.unshift(c);c=b;while(c=c.parentNode)i.unshift(c);while(h[d]===i[d])d++;return d?la(h[d],i[d]):h[d]===v?-1:i[d]===v?1:0},g):n},ga.matches=function(a,b){return ga(a,null,null,b)},ga.matchesSelector=function(a,b){if((a.ownerDocument||a)!==n&&m(a),b=b.replace(U,"='$1']"),!(!c.matchesSelector||!p||r&&r.test(b)||q&&q.test(b)))try{var d=s.call(a,b);if(d||c.disconnectedMatch||a.document&&11!==a.document.nodeType)return d}catch(e){}return ga(b,n,null,[a]).length>0},ga.contains=function(a,b){return(a.ownerDocument||a)!==n&&m(a),t(a,b)},ga.attr=function(a,b){(a.ownerDocument||a)!==n&&m(a);var e=d.attrHandle[b.toLowerCase()],f=e&&D.call(d.attrHandle,b.toLowerCase())?e(a,b,!p):void 0;return void 0!==f?f:c.attributes||!p?a.getAttribute(b):(f=a.getAttributeNode(b))&&f.specified?f.value:null},ga.error=function(a){throw new Error("Syntax error, unrecognized expression: "+a)},ga.uniqueSort=function(a){var b,d=[],e=0,f=0;if(l=!c.detectDuplicates,k=!c.sortStable&&a.slice(0),a.sort(B),l){while(b=a[f++])b===a[f]&&(e=d.push(f));while(e--)a.splice(d[e],1)}return k=null,a},e=ga.getText=function(a){var b,c="",d=0,f=a.nodeType;if(f){if(1===f||9===f||11===f){if("string"==typeof a.textContent)return a.textContent;for(a=a.firstChild;a;a=a.nextSibling)c+=e(a)}else if(3===f||4===f)return a.nodeValue}else while(b=a[d++])c+=e(b);return c},d=ga.selectors={cacheLength:50,createPseudo:ia,match:X,attrHandle:{},find:{},relative:{">":{dir:"parentNode",first:!0}," ":{dir:"parentNode"},"+":{dir:"previousSibling",first:!0},"~":{dir:"previousSibling"}},preFilter:{ATTR:function(a){return a[1]=a[1].replace(ca,da),a[3]=(a[3]||a[4]||a[5]||"").replace(ca,da),"~="===a[2]&&(a[3]=" "+a[3]+" "),a.slice(0,4)},CHILD:function(a){return a[1]=a[1].toLowerCase(),"nth"===a[1].slice(0,3)?(a[3]||ga.error(a[0]),a[4]=+(a[4]?a[5]+(a[6]||1):2*("even"===a[3]||"odd"===a[3])),a[5]=+(a[7]+a[8]||"odd"===a[3])):a[3]&&ga.error(a[0]),a},PSEUDO:function(a){var b,c=!a[6]&&a[2];return X.CHILD.test(a[0])?null:(a[3]?a[2]=a[4]||a[5]||"":c&&V.test(c)&&(b=g(c,!0))&&(b=c.indexOf(")",c.length-b)-c.length)&&(a[0]=a[0].slice(0,b),a[2]=c.slice(0,b)),a.slice(0,3))}},filter:{TAG:function(a){var b=a.replace(ca,da).toLowerCase();return"*"===a?function(){return!0}:function(a){return a.nodeName&&a.nodeName.toLowerCase()===b}},CLASS:function(a){var b=y[a+" "];return b||(b=new RegExp("(^|"+L+")"+a+"("+L+"|$)"))&&y(a,function(a){return b.test("string"==typeof a.className&&a.className||"undefined"!=typeof a.getAttribute&&a.getAttribute("class")||"")})},ATTR:function(a,b,c){return function(d){var e=ga.attr(d,a);return null==e?"!="===b:b?(e+="","="===b?e===c:"!="===b?e!==c:"^="===b?c&&0===e.indexOf(c):"*="===b?c&&e.indexOf(c)>-1:"$="===b?c&&e.slice(-c.length)===c:"~="===b?(" "+e.replace(Q," ")+" ").indexOf(c)>-1:"|="===b?e===c||e.slice(0,c.length+1)===c+"-":!1):!0}},CHILD:function(a,b,c,d,e){var f="nth"!==a.slice(0,3),g="last"!==a.slice(-4),h="of-type"===b;return 1===d&&0===e?function(a){return!!a.parentNode}:function(b,c,i){var j,k,l,m,n,o,p=f!==g?"nextSibling":"previousSibling",q=b.parentNode,r=h&&b.nodeName.toLowerCase(),s=!i&&!h;if(q){if(f){while(p){l=b;while(l=l[p])if(h?l.nodeName.toLowerCase()===r:1===l.nodeType)return!1;o=p="only"===a&&!o&&"nextSibling"}return!0}if(o=[g?q.firstChild:q.lastChild],g&&s){k=q[u]||(q[u]={}),j=k[a]||[],n=j[0]===w&&j[1],m=j[0]===w&&j[2],l=n&&q.childNodes[n];while(l=++n&&l&&l[p]||(m=n=0)||o.pop())if(1===l.nodeType&&++m&&l===b){k[a]=[w,n,m];break}}else if(s&&(j=(b[u]||(b[u]={}))[a])&&j[0]===w)m=j[1];else while(l=++n&&l&&l[p]||(m=n=0)||o.pop())if((h?l.nodeName.toLowerCase()===r:1===l.nodeType)&&++m&&(s&&((l[u]||(l[u]={}))[a]=[w,m]),l===b))break;return m-=e,m===d||m%d===0&&m/d>=0}}},PSEUDO:function(a,b){var c,e=d.pseudos[a]||d.setFilters[a.toLowerCase()]||ga.error("unsupported pseudo: "+a);return e[u]?e(b):e.length>1?(c=[a,a,"",b],d.setFilters.hasOwnProperty(a.toLowerCase())?ia(function(a,c){var d,f=e(a,b),g=f.length;while(g--)d=J(a,f[g]),a[d]=!(c[d]=f[g])}):function(a){return e(a,0,c)}):e}},pseudos:{not:ia(function(a){var b=[],c=[],d=h(a.replace(R,"$1"));return d[u]?ia(function(a,b,c,e){var f,g=d(a,null,e,[]),h=a.length;while(h--)(f=g[h])&&(a[h]=!(b[h]=f))}):function(a,e,f){return b[0]=a,d(b,null,f,c),b[0]=null,!c.pop()}}),has:ia(function(a){return function(b){return ga(a,b).length>0}}),contains:ia(function(a){return a=a.replace(ca,da),function(b){return(b.textContent||b.innerText||e(b)).indexOf(a)>-1}}),lang:ia(function(a){return W.test(a||"")||ga.error("unsupported lang: "+a),a=a.replace(ca,da).toLowerCase(),function(b){var c;do if(c=p?b.lang:b.getAttribute("xml:lang")||b.getAttribute("lang"))return c=c.toLowerCase(),c===a||0===c.indexOf(a+"-");while((b=b.parentNode)&&1===b.nodeType);return!1}}),target:function(b){var c=a.location&&a.location.hash;return c&&c.slice(1)===b.id},root:function(a){return a===o},focus:function(a){return a===n.activeElement&&(!n.hasFocus||n.hasFocus())&&!!(a.type||a.href||~a.tabIndex)},enabled:function(a){return a.disabled===!1},disabled:function(a){return a.disabled===!0},checked:function(a){var b=a.nodeName.toLowerCase();return"input"===b&&!!a.checked||"option"===b&&!!a.selected},selected:function(a){return a.parentNode&&a.parentNode.selectedIndex,a.selected===!0},empty:function(a){for(a=a.firstChild;a;a=a.nextSibling)if(a.nodeType<6)return!1;return!0},parent:function(a){return!d.pseudos.empty(a)},header:function(a){return Z.test(a.nodeName)},input:function(a){return Y.test(a.nodeName)},button:function(a){var b=a.nodeName.toLowerCase();return"input"===b&&"button"===a.type||"button"===b},text:function(a){var b;return"input"===a.nodeName.toLowerCase()&&"text"===a.type&&(null==(b=a.getAttribute("type"))||"text"===b.toLowerCase())},first:oa(function(){return[0]}),last:oa(function(a,b){return[b-1]}),eq:oa(function(a,b,c){return[0>c?c+b:c]}),even:oa(function(a,b){for(var c=0;b>c;c+=2)a.push(c);return a}),odd:oa(function(a,b){for(var c=1;b>c;c+=2)a.push(c);return a}),lt:oa(function(a,b,c){for(var d=0>c?c+b:c;--d>=0;)a.push(d);return a}),gt:oa(function(a,b,c){for(var d=0>c?c+b:c;++d<b;)a.push(d);return a})}},d.pseudos.nth=d.pseudos.eq;for(b in{radio:!0,checkbox:!0,file:!0,password:!0,image:!0})d.pseudos[b]=ma(b);for(b in{submit:!0,reset:!0})d.pseudos[b]=na(b);function qa(){}qa.prototype=d.filters=d.pseudos,d.setFilters=new qa,g=ga.tokenize=function(a,b){var c,e,f,g,h,i,j,k=z[a+" "];if(k)return b?0:k.slice(0);h=a,i=[],j=d.preFilter;while(h){(!c||(e=S.exec(h)))&&(e&&(h=h.slice(e[0].length)||h),i.push(f=[])),c=!1,(e=T.exec(h))&&(c=e.shift(),f.push({value:c,type:e[0].replace(R," ")}),h=h.slice(c.length));for(g in d.filter)!(e=X[g].exec(h))||j[g]&&!(e=j[g](e))||(c=e.shift(),f.push({value:c,type:g,matches:e}),h=h.slice(c.length));if(!c)break}return b?h.length:h?ga.error(a):z(a,i).slice(0)};function ra(a){for(var b=0,c=a.length,d="";c>b;b++)d+=a[b].value;return d}function sa(a,b,c){var d=b.dir,e=c&&"parentNode"===d,f=x++;return b.first?function(b,c,f){while(b=b[d])if(1===b.nodeType||e)return a(b,c,f)}:function(b,c,g){var h,i,j=[w,f];if(g){while(b=b[d])if((1===b.nodeType||e)&&a(b,c,g))return!0}else while(b=b[d])if(1===b.nodeType||e){if(i=b[u]||(b[u]={}),(h=i[d])&&h[0]===w&&h[1]===f)return j[2]=h[2];if(i[d]=j,j[2]=a(b,c,g))return!0}}}function ta(a){return a.length>1?function(b,c,d){var e=a.length;while(e--)if(!a[e](b,c,d))return!1;return!0}:a[0]}function ua(a,b,c){for(var d=0,e=b.length;e>d;d++)ga(a,b[d],c);return c}function va(a,b,c,d,e){for(var f,g=[],h=0,i=a.length,j=null!=b;i>h;h++)(f=a[h])&&(!c||c(f,d,e))&&(g.push(f),j&&b.push(h));return g}function wa(a,b,c,d,e,f){return d&&!d[u]&&(d=wa(d)),e&&!e[u]&&(e=wa(e,f)),ia(function(f,g,h,i){var j,k,l,m=[],n=[],o=g.length,p=f||ua(b||"*",h.nodeType?[h]:h,[]),q=!a||!f&&b?p:va(p,m,a,h,i),r=c?e||(f?a:o||d)?[]:g:q;if(c&&c(q,r,h,i),d){j=va(r,n),d(j,[],h,i),k=j.length;while(k--)(l=j[k])&&(r[n[k]]=!(q[n[k]]=l))}if(f){if(e||a){if(e){j=[],k=r.length;while(k--)(l=r[k])&&j.push(q[k]=l);e(null,r=[],j,i)}k=r.length;while(k--)(l=r[k])&&(j=e?J(f,l):m[k])>-1&&(f[j]=!(g[j]=l))}}else r=va(r===g?r.splice(o,r.length):r),e?e(null,g,r,i):H.apply(g,r)})}function xa(a){for(var b,c,e,f=a.length,g=d.relative[a[0].type],h=g||d.relative[" "],i=g?1:0,k=sa(function(a){return a===b},h,!0),l=sa(function(a){return J(b,a)>-1},h,!0),m=[function(a,c,d){var e=!g&&(d||c!==j)||((b=c).nodeType?k(a,c,d):l(a,c,d));return b=null,e}];f>i;i++)if(c=d.relative[a[i].type])m=[sa(ta(m),c)];else{if(c=d.filter[a[i].type].apply(null,a[i].matches),c[u]){for(e=++i;f>e;e++)if(d.relative[a[e].type])break;return wa(i>1&&ta(m),i>1&&ra(a.slice(0,i-1).concat({value:" "===a[i-2].type?"*":""})).replace(R,"$1"),c,e>i&&xa(a.slice(i,e)),f>e&&xa(a=a.slice(e)),f>e&&ra(a))}m.push(c)}return ta(m)}function ya(a,b){var c=b.length>0,e=a.length>0,f=function(f,g,h,i,k){var l,m,o,p=0,q="0",r=f&&[],s=[],t=j,u=f||e&&d.find.TAG("*",k),v=w+=null==t?1:Math.random()||.1,x=u.length;for(k&&(j=g!==n&&g);q!==x&&null!=(l=u[q]);q++){if(e&&l){m=0;while(o=a[m++])if(o(l,g,h)){i.push(l);break}k&&(w=v)}c&&((l=!o&&l)&&p--,f&&r.push(l))}if(p+=q,c&&q!==p){m=0;while(o=b[m++])o(r,s,g,h);if(f){if(p>0)while(q--)r[q]||s[q]||(s[q]=F.call(i));s=va(s)}H.apply(i,s),k&&!f&&s.length>0&&p+b.length>1&&ga.uniqueSort(i)}return k&&(w=v,j=t),r};return c?ia(f):f}return h=ga.compile=function(a,b){var c,d=[],e=[],f=A[a+" "];if(!f){b||(b=g(a)),c=b.length;while(c--)f=xa(b[c]),f[u]?d.push(f):e.push(f);f=A(a,ya(e,d)),f.selector=a}return f},i=ga.select=function(a,b,e,f){var i,j,k,l,m,n="function"==typeof a&&a,o=!f&&g(a=n.selector||a);if(e=e||[],1===o.length){if(j=o[0]=o[0].slice(0),j.length>2&&"ID"===(k=j[0]).type&&c.getById&&9===b.nodeType&&p&&d.relative[j[1].type]){if(b=(d.find.ID(k.matches[0].replace(ca,da),b)||[])[0],!b)return e;n&&(b=b.parentNode),a=a.slice(j.shift().value.length)}i=X.needsContext.test(a)?0:j.length;while(i--){if(k=j[i],d.relative[l=k.type])break;if((m=d.find[l])&&(f=m(k.matches[0].replace(ca,da),aa.test(j[0].type)&&pa(b.parentNode)||b))){if(j.splice(i,1),a=f.length&&ra(j),!a)return H.apply(e,f),e;break}}}return(n||h(a,o))(f,b,!p,e,aa.test(a)&&pa(b.parentNode)||b),e},c.sortStable=u.split("").sort(B).join("")===u,c.detectDuplicates=!!l,m(),c.sortDetached=ja(function(a){return 1&a.compareDocumentPosition(n.createElement("div"))}),ja(function(a){return a.innerHTML="<a href='#'></a>","#"===a.firstChild.getAttribute("href")})||ka("type|href|height|width",function(a,b,c){return c?void 0:a.getAttribute(b,"type"===b.toLowerCase()?1:2)}),c.attributes&&ja(function(a){return a.innerHTML="<input/>",a.firstChild.setAttribute("value",""),""===a.firstChild.getAttribute("value")})||ka("value",function(a,b,c){return c||"input"!==a.nodeName.toLowerCase()?void 0:a.defaultValue}),ja(function(a){return null==a.getAttribute("disabled")})||ka(K,function(a,b,c){var d;return c?void 0:a[b]===!0?b.toLowerCase():(d=a.getAttributeNode(b))&&d.specified?d.value:null}),ga}(a);m.find=s,m.expr=s.selectors,m.expr[":"]=m.expr.pseudos,m.unique=s.uniqueSort,m.text=s.getText,m.isXMLDoc=s.isXML,m.contains=s.contains;var t=m.expr.match.needsContext,u=/^<(\w+)\s*\/?>(?:<\/\1>|)$/,v=/^.[^:#\[\.,]*$/;function w(a,b,c){if(m.isFunction(b))return m.grep(a,function(a,d){return!!b.call(a,d,a)!==c});if(b.nodeType)return m.grep(a,function(a){return a===b!==c});if("string"==typeof b){if(v.test(b))return m.filter(b,a,c);b=m.filter(b,a)}return m.grep(a,function(a){return m.inArray(a,b)>=0!==c})}m.filter=function(a,b,c){var d=b[0];return c&&(a=":not("+a+")"),1===b.length&&1===d.nodeType?m.find.matchesSelector(d,a)?[d]:[]:m.find.matches(a,m.grep(b,function(a){return 1===a.nodeType}))},m.fn.extend({find:function(a){var b,c=[],d=this,e=d.length;if("string"!=typeof a)return this.pushStack(m(a).filter(function(){for(b=0;e>b;b++)if(m.contains(d[b],this))return!0}));for(b=0;e>b;b++)m.find(a,d[b],c);return c=this.pushStack(e>1?m.unique(c):c),c.selector=this.selector?this.selector+" "+a:a,c},filter:function(a){return this.pushStack(w(this,a||[],!1))},not:function(a){return this.pushStack(w(this,a||[],!0))},is:function(a){return!!w(this,"string"==typeof a&&t.test(a)?m(a):a||[],!1).length}});var x,y=a.document,z=/^(?:\s*(<[\w\W]+>)[^>]*|#([\w-]*))$/,A=m.fn.init=function(a,b){var c,d;if(!a)return this;if("string"==typeof a){if(c="<"===a.charAt(0)&&">"===a.charAt(a.length-1)&&a.length>=3?[null,a,null]:z.exec(a),!c||!c[1]&&b)return!b||b.jquery?(b||x).find(a):this.constructor(b).find(a);if(c[1]){if(b=b instanceof m?b[0]:b,m.merge(this,m.parseHTML(c[1],b&&b.nodeType?b.ownerDocument||b:y,!0)),u.test(c[1])&&m.isPlainObject(b))for(c in b)m.isFunction(this[c])?this[c](b[c]):this.attr(c,b[c]);return this}if(d=y.getElementById(c[2]),d&&d.parentNode){if(d.id!==c[2])return x.find(a);this.length=1,this[0]=d}return this.context=y,this.selector=a,this}return a.nodeType?(this.context=this[0]=a,this.length=1,this):m.isFunction(a)?"undefined"!=typeof x.ready?x.ready(a):a(m):(void 0!==a.selector&&(this.selector=a.selector,this.context=a.context),m.makeArray(a,this))};A.prototype=m.fn,x=m(y);var B=/^(?:parents|prev(?:Until|All))/,C={children:!0,contents:!0,next:!0,prev:!0};m.extend({dir:function(a,b,c){var d=[],e=a[b];while(e&&9!==e.nodeType&&(void 0===c||1!==e.nodeType||!m(e).is(c)))1===e.nodeType&&d.push(e),e=e[b];return d},sibling:function(a,b){for(var c=[];a;a=a.nextSibling)1===a.nodeType&&a!==b&&c.push(a);return c}}),m.fn.extend({has:function(a){var b,c=m(a,this),d=c.length;return this.filter(function(){for(b=0;d>b;b++)if(m.contains(this,c[b]))return!0})},closest:function(a,b){for(var c,d=0,e=this.length,f=[],g=t.test(a)||"string"!=typeof a?m(a,b||this.context):0;e>d;d++)for(c=this[d];c&&c!==b;c=c.parentNode)if(c.nodeType<11&&(g?g.index(c)>-1:1===c.nodeType&&m.find.matchesSelector(c,a))){f.push(c);break}return this.pushStack(f.length>1?m.unique(f):f)},index:function(a){return a?"string"==typeof a?m.inArray(this[0],m(a)):m.inArray(a.jquery?a[0]:a,this):this[0]&&this[0].parentNode?this.first().prevAll().length:-1},add:function(a,b){return this.pushStack(m.unique(m.merge(this.get(),m(a,b))))},addBack:function(a){return this.add(null==a?this.prevObject:this.prevObject.filter(a))}});function D(a,b){do a=a[b];while(a&&1!==a.nodeType);return a}m.each({parent:function(a){var b=a.parentNode;return b&&11!==b.nodeType?b:null},parents:function(a){return m.dir(a,"parentNode")},parentsUntil:function(a,b,c){return m.dir(a,"parentNode",c)},next:function(a){return D(a,"nextSibling")},prev:function(a){return D(a,"previousSibling")},nextAll:function(a){return m.dir(a,"nextSibling")},prevAll:function(a){return m.dir(a,"previousSibling")},nextUntil:function(a,b,c){return m.dir(a,"nextSibling",c)},prevUntil:function(a,b,c){return m.dir(a,"previousSibling",c)},siblings:function(a){return m.sibling((a.parentNode||{}).firstChild,a)},children:function(a){return m.sibling(a.firstChild)},contents:function(a){return m.nodeName(a,"iframe")?a.contentDocument||a.contentWindow.document:m.merge([],a.childNodes)}},function(a,b){m.fn[a]=function(c,d){var e=m.map(this,b,c);return"Until"!==a.slice(-5)&&(d=c),d&&"string"==typeof d&&(e=m.filter(d,e)),this.length>1&&(C[a]||(e=m.unique(e)),B.test(a)&&(e=e.reverse())),this.pushStack(e)}});var E=/\S+/g,F={};function G(a){var b=F[a]={};return m.each(a.match(E)||[],function(a,c){b[c]=!0}),b}m.Callbacks=function(a){a="string"==typeof a?F[a]||G(a):m.extend({},a);var b,c,d,e,f,g,h=[],i=!a.once&&[],j=function(l){for(c=a.memory&&l,d=!0,f=g||0,g=0,e=h.length,b=!0;h&&e>f;f++)if(h[f].apply(l[0],l[1])===!1&&a.stopOnFalse){c=!1;break}b=!1,h&&(i?i.length&&j(i.shift()):c?h=[]:k.disable())},k={add:function(){if(h){var d=h.length;!function f(b){m.each(b,function(b,c){var d=m.type(c);"function"===d?a.unique&&k.has(c)||h.push(c):c&&c.length&&"string"!==d&&f(c)})}(arguments),b?e=h.length:c&&(g=d,j(c))}return this},remove:function(){return h&&m.each(arguments,function(a,c){var d;while((d=m.inArray(c,h,d))>-1)h.splice(d,1),b&&(e>=d&&e--,f>=d&&f--)}),this},has:function(a){return a?m.inArray(a,h)>-1:!(!h||!h.length)},empty:function(){return h=[],e=0,this},disable:function(){return h=i=c=void 0,this},disabled:function(){return!h},lock:function(){return i=void 0,c||k.disable(),this},locked:function(){return!i},fireWith:function(a,c){return!h||d&&!i||(c=c||[],c=[a,c.slice?c.slice():c],b?i.push(c):j(c)),this},fire:function(){return k.fireWith(this,arguments),this},fired:function(){return!!d}};return k},m.extend({Deferred:function(a){var b=[["resolve","done",m.Callbacks("once memory"),"resolved"],["reject","fail",m.Callbacks("once memory"),"rejected"],["notify","progress",m.Callbacks("memory")]],c="pending",d={state:function(){return c},always:function(){return e.done(arguments).fail(arguments),this},then:function(){var a=arguments;return m.Deferred(function(c){m.each(b,function(b,f){var g=m.isFunction(a[b])&&a[b];e[f[1]](function(){var a=g&&g.apply(this,arguments);a&&m.isFunction(a.promise)?a.promise().done(c.resolve).fail(c.reject).progress(c.notify):c[f[0]+"With"](this===d?c.promise():this,g?[a]:arguments)})}),a=null}).promise()},promise:function(a){return null!=a?m.extend(a,d):d}},e={};return d.pipe=d.then,m.each(b,function(a,f){var g=f[2],h=f[3];d[f[1]]=g.add,h&&g.add(function(){c=h},b[1^a][2].disable,b[2][2].lock),e[f[0]]=function(){return e[f[0]+"With"](this===e?d:this,arguments),this},e[f[0]+"With"]=g.fireWith}),d.promise(e),a&&a.call(e,e),e},when:function(a){var b=0,c=d.call(arguments),e=c.length,f=1!==e||a&&m.isFunction(a.promise)?e:0,g=1===f?a:m.Deferred(),h=function(a,b,c){return function(e){b[a]=this,c[a]=arguments.length>1?d.call(arguments):e,c===i?g.notifyWith(b,c):--f||g.resolveWith(b,c)}},i,j,k;if(e>1)for(i=new Array(e),j=new Array(e),k=new Array(e);e>b;b++)c[b]&&m.isFunction(c[b].promise)?c[b].promise().done(h(b,k,c)).fail(g.reject).progress(h(b,j,i)):--f;return f||g.resolveWith(k,c),g.promise()}});var H;m.fn.ready=function(a){return m.ready.promise().done(a),this},m.extend({isReady:!1,readyWait:1,holdReady:function(a){a?m.readyWait++:m.ready(!0)},ready:function(a){if(a===!0?!--m.readyWait:!m.isReady){if(!y.body)return setTimeout(m.ready);m.isReady=!0,a!==!0&&--m.readyWait>0||(H.resolveWith(y,[m]),m.fn.triggerHandler&&(m(y).triggerHandler("ready"),m(y).off("ready")))}}});function I(){y.addEventListener?(y.removeEventListener("DOMContentLoaded",J,!1),a.removeEventListener("load",J,!1)):(y.detachEvent("onreadystatechange",J),a.detachEvent("onload",J))}function J(){(y.addEventListener||"load"===event.type||"complete"===y.readyState)&&(I(),m.ready())}m.ready.promise=function(b){if(!H)if(H=m.Deferred(),"complete"===y.readyState)setTimeout(m.ready);else if(y.addEventListener)y.addEventListener("DOMContentLoaded",J,!1),a.addEventListener("load",J,!1);else{y.attachEvent("onreadystatechange",J),a.attachEvent("onload",J);var c=!1;try{c=null==a.frameElement&&y.documentElement}catch(d){}c&&c.doScroll&&!function e(){if(!m.isReady){try{c.doScroll("left")}catch(a){return setTimeout(e,50)}I(),m.ready()}}()}return H.promise(b)};var K="undefined",L;for(L in m(k))break;k.ownLast="0"!==L,k.inlineBlockNeedsLayout=!1,m(function(){var a,b,c,d;c=y.getElementsByTagName("body")[0],c&&c.style&&(b=y.createElement("div"),d=y.createElement("div"),d.style.cssText="position:absolute;border:0;width:0;height:0;top:0;left:-9999px",c.appendChild(d).appendChild(b),typeof b.style.zoom!==K&&(b.style.cssText="display:inline;margin:0;border:0;padding:1px;width:1px;zoom:1",k.inlineBlockNeedsLayout=a=3===b.offsetWidth,a&&(c.style.zoom=1)),c.removeChild(d))}),function(){var a=y.createElement("div");if(null==k.deleteExpando){k.deleteExpando=!0;try{delete a.test}catch(b){k.deleteExpando=!1}}a=null}(),m.acceptData=function(a){var b=m.noData[(a.nodeName+" ").toLowerCase()],c=+a.nodeType||1;return 1!==c&&9!==c?!1:!b||b!==!0&&a.getAttribute("classid")===b};var M=/^(?:\{[\w\W]*\}|\[[\w\W]*\])$/,N=/([A-Z])/g;function O(a,b,c){if(void 0===c&&1===a.nodeType){var d="data-"+b.replace(N,"-$1").toLowerCase();if(c=a.getAttribute(d),"string"==typeof c){try{c="true"===c?!0:"false"===c?!1:"null"===c?null:+c+""===c?+c:M.test(c)?m.parseJSON(c):c}catch(e){}m.data(a,b,c)}else c=void 0}return c}function P(a){var b;for(b in a)if(("data"!==b||!m.isEmptyObject(a[b]))&&"toJSON"!==b)return!1;
330 .tabset-dropdown > .nav-tabs > li > a:focus, 329 .tabset-dropdown > .nav-tabs > li > a:focus,
331 .tabset-dropdown > .nav-tabs > li > a:hover { 330 .tabset-dropdown > .nav-tabs > li > a:hover {
332 border: none; 331 border: none;
333 display: inline-block; 332 display: inline-block;
334 border-radius: 4px; 333 border-radius: 4px;
334 background-color: transparent;
335 } 335 }
336 336
337 .tabset-dropdown > .nav-tabs.nav-tabs-open > li { 337 .tabset-dropdown > .nav-tabs.nav-tabs-open > li {
338 display: block; 338 display: block;
339 float: none; 339 float: none;
363 363
364 364
365 365
366 <h1 class="title toc-ignore">Seurat Analysis</h1> 366 <h1 class="title toc-ignore">Seurat Analysis</h1>
367 <h4 class="author">Performed using Galaxy</h4> 367 <h4 class="author">Performed using Galaxy</h4>
368 <h4 class="date">2019-12-08</h4> 368 <h4 class="date">2019-12-16</h4>
369 369
370 </div> 370 </div>
371 371
372 372
373 <pre><code>## [1] &quot;Read in data, generate inital Seurat object&quot;</code></pre> 373 <pre><code>## [1] &quot;Read in data, generate inital Seurat object&quot;</code></pre>
374 <pre class="r"><code>counts &lt;- read.delim(params$counts, row.names=1) 374 <pre class="r"><code>counts &lt;- read.delim(params$counts, row.names = 1)
375 seuset &lt;- Seurat::CreateSeuratObject(counts = counts, min.cells = min_cells, min.features = min_genes)</code></pre> 375 seuset &lt;- Seurat::CreateSeuratObject(counts = counts, min.cells = min_cells, min.features = min_genes)</code></pre>
376 <pre><code>## [1] &quot;Filter and normalize for UMI counts&quot;</code></pre> 376 <pre><code>## [1] &quot;Filter and normalize for UMI counts&quot;</code></pre>
377 <pre class="r"><code>seuset &lt;- subset(seuset, subset = `nCount_RNA` &gt; low_thresholds &amp; `nCount_RNA` &lt; high_thresholds) 377 <pre class="r"><code>seuset &lt;- subset(seuset, subset = `nCount_RNA` &gt; low_thresholds &amp; `nCount_RNA` &lt; high_thresholds)
378 seuset &lt;- Seurat::NormalizeData(seuset, normalizeation.method = &quot;LogNormalize&quot;, scale.factor = 10000)</code></pre> 378 seuset &lt;- Seurat::NormalizeData(seuset, normalization.method = &quot;LogNormalize&quot;, scale.factor = 10000)</code></pre>
379 <pre><code>## [1] &quot;Variable Genes&quot;</code></pre> 379 <pre><code>## [1] &quot;Variable Genes&quot;</code></pre>
380 <pre class="r"><code>seuset &lt;- Seurat::FindVariableFeatures(object = seuset, selection.method = &quot;mvp&quot;) 380 <pre class="r"><code>seuset &lt;- Seurat::FindVariableFeatures(object = seuset, selection.method = &quot;mvp&quot;)
381 Seurat::VariableFeaturePlot(seuset, cols = c(&quot;black&quot;, &quot;red&quot;), selection.method = &quot;disp&quot;)</code></pre> 381 Seurat::VariableFeaturePlot(seuset, cols = c(&quot;black&quot;, &quot;red&quot;), selection.method = &quot;disp&quot;)</code></pre>
382 <p><img src="data:image/png;base64,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" width="672" /></p> 382 <p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABUAAAAPACAIAAAB7BESOAAAACXBIWXMAAB2HAAAdhwGP5fFlAAAgAElEQVR4nOzdeYBN9f/H8dcsGMswCGM3xpI9S1kiy1gSoUiKkCVblPYkiUKUStEPRbIWJaJkS8heItn3ZSyZGduMbWbu7w/zbZpx7pjl3nPm3Pt8/DX3/T733Je+5Tvvez7nc3wcDocAAAAAAEDm5mt1AAAAAAAAcGcM8AAAAAAA2AADPAAAAAAANsAADwAAAACADTDAAwAAAABgAwzwAAAAAADYAAM8AAAAAAA2wAAPAAAAAIANMMADAAAAAGADDPAAAAAAANgAAzwAAAAAADbAAA8AAAAAgA0wwAMAAAAAYAMM8AAAAAAA2AADPAAAAAAANsAADwAAAACADTDAu8DWrVtr1apVq1atMWPGWJ0FAAAAAOCZ/K0O4AkuX778+++/S6pdu7bVWQAAAAAAnsnbr8Bv3rw5a9asPj4+q1atsjoLAAAAAABOefUAHxkZ2bFjx5s3b1odBAAAAACAO/DeAd7hcHTt2vX48eNWBwEAAAAA4M68d4AfO3bs0qVLrU4BAAAAAECqeOkAv27duqFDh0rKmzev1VkAAAAAALgzbxzgz50716lTp9jY2EaNGnXr1s3qOAAAAAAA3JnXDfDx8fGdO3cODw8vVKjQ3Llz/f15kB4AAAAAwAa8boAfMWLEypUrfX19Z8+eHRwcbHUcAAAAAABSxbuuP69cuXLkyJGShg0bFhYWlta3X7p0ad68ebfX9+7d64JwAAAAAAA450UDfHh4eOfOnePj48PCwt588810nOH8+fN9+vRxeTAAAAAAAO7IW5bQx8bGdurU6dy5c8HBwbNnz/b19ZY/OAAAAADAM3jLFfihQ4euW7fOz89vzpw5hQoVSt9J8uXLN2bMmNvrhw4dmjp1asYCAgAAAACQEq8Y4JcuXTp27FhJw4cPb9y4cbrPExQU9Oqrr95eX716NQM8AAAAAMCtPH8l+eXLl7t27epwOJo1azZkyBCr4wAAAAAAkB6efwX+0qVLkZGRklasWOHn5+fssKZNm976oXv37tOnTzcpHAAAAAAAqeP5V+ABAAAAAPAAnn8FPjAw8LXXXnPWXb169ZYtWyR16tSpVKlSkmrWrGlaNgAAAAAAUsnzB/jcuXOPHj3aWffll1++NcD36tUrLCzMxFwAAAAAAKQBS+gBAAAAALABBngAAAAAAGyAAR4AAAAAABtggAcAAAAAwAa8fYAfN26cw+FwOBzsYAcAAAAAyMy8fYAHAAAAAMAWGOABAAAAALABBngAAAAAAGyAAR4AAAAAABtggAcAAAAAwAYY4AEAAAAAsAEGeAAAAAAAbIABHgAAAAAAG2CABwAAAADABvytDgC4zrlz2rxZ4eEqW1b16ikgwOpAAAAAAOAyDPDwCPHxGj1ao0crOjqhEhKiTz5Rq1aWxgIAAAAAl2EJPTzCsGEaOjRxepd05IjattWaNZZFAgAAAACXYoCH/UVFadw4g3pcnIYONT0NAAAAALgFAzzsb+NG3bjhtHX9urlpAAAAAMAtGOBhf5cvO23FxydZVw8AAAAAtsUAD/sLCXHaypdPefOaGAUAAAAA3IUBHvZXq5bKlzduPfmkfHzMTQMAAAAAbsEAD/vz9dWMGQoMTF6vUkUjR1oRCAAAAABcjwEeHqF2be3dqx49FBKirFlVpYpGjdLWrQoKsjoZAAAAALiGv9UBABcpUkRffGF1CAAAAABwF67AAwAAAABgAwzwAAAAAADYAAM8AAAAAAA2wAAPAAAAAIANMMADAAAAAGADDPAAAAAAANgAj5EDTHH1qhYt0q5dyplT996rpk2tDgQAAADAZhjgAfdbvVo9e+ro0cRKo0aaMUMlSlgWCQAAAIDdsIQecLODB/Xww0mmd0lr1qh1a8XGWhMJAAAAgA0xwANu9uGHiokxqP/1lxYvNj0NAAAAALtigAfcbPNmp61Nm0zMAQAAAMDeGOABN7t+3Wnr2jUTcwAAAACwNwZ4wM3uvttpq2JFE3MAAAAAsDcGeMDNevUyrgcFqUMHc6MAAAAAsDEGeMDNWrTQkCHy8UlSzJVLM2fqrrssygQAAADAfngOPOB+776rNm00YYJ27VKOHLrvPr36qooUsToWAAAAADthgAdMUbu2Zs+2OgQAAAAAG2MJPQAAAAAANsAADwAAAACADTDAAwAAAABgAwzwAAAAAADYAAM8AAAAAAA2wAAPAAAAAIANMMADAAAAAGADDPAAAAAAANgAAzwAAAAAADbAAA8AaRQRocGDVaOGgoPVqJGmTlV8vNWZAAAA4Pn8rQ4AwM4iIzVunLZsUVSUKlZU//6qV8/qTG72++9q3lyRkQkvz57Vr79q5kz99JNy5rQ0GQAAADwcV+ABpNe6dSpXTmPGaPVqbd+u2bNVv75eeMHqWO4UF6ennkqc3v+1bp3efdeKQAAAAPAiDPAA0iU6Wp06KSIiSdHh0Icfav58izK539at2rPHuDVjhrlRAAAA4HUY4AGky9KlCg83bk2dam4UEx044LQVHq7oaBOjAAAAwOswwANIF2cXoiXt3m1iDnOlcJe7n5+yZTMxCgAAALwOAzyAdMmaNT0tu6tbV35+xq169eTPtqAAAABwIwZ4AOly331OW3XqmJjDXIULq18/g7qvr956y/Q0AAAA8C4M8ADSpUkT1a1rUM+SRS+/bHoaE40fr8GDlSVLYqVwYc2bp7Aw6zIBAADAK7DgE0C6+Pjo22/11FNatSqxWKiQ/u//VL26dbHcL0sWjR+vZ5/VunU6c0blyyssTIGBVscCAACA52OAB5BehQtr5UqtXKlNm3ThgipVUvv2yp3b6limKF1apUtbHQIAAADehQEeQMY0baqmTa0OAcnh0Pz5WrRIR4+qZEm1bq0nnpCPj9WxAAAA4DIM8ABgf5cvq107rV6d8HLDBs2dq88+0w8/KCjI0mQAAABwGTaxAwD7e+mlxOn9X+vXa9AgK9IAAADALRjgAcDmYmI0c6Zxa948XbhgbhoAAAC4CwM8ANjcoUO6etW4dfOm9u0zNw0AAADchQEeAGzOP8XdTP77yHoAAADYGQM8ANhcmTJOd6rLlUsVK5qbBgAAAO7CAA8ANpcli154wbg1cKACAsxNAwAAAHdhgMedREXpwAHFxlqdA4BzQ4Zo4ED5+SVWfH3Vp49GjLAuEwAAAFyM58DDuZ9+0ssv6++/JSlbNnXvrnfe0V13WR0LwG38/DRhgnr10tKlOnRIpUurZUtVr251LAAAALgSAzycmDhRzz6b+PL6dU2erOXLtWULMzyQSVWtqqpVrQ4BAAAAd2EJPYxEROjVVw3qR47onXdMTwMA/3PzpiZMUIsWqlBBLVtq8mTFxVmdCQAAwCQM8DCycqWio41b339vbhQA+J+zZ1Wjhp57TsuXa+9eLVumvn1Vp44iI61OBgAAYAYGeBg5fTo9LQBwq379tGtX8uK2bU434QcAAPAsDPAwUqCA01bBgibmAID/OX9eixcbt+bN05Ur5qYBAACwAAM8jISFKVs241arVuZGAQBJ0oEDTm93v35dR46YmwYAAMACDPAwEhys4cMN6oULa9gws8MAgOT0W8XUdAEAADwCAzyceO01zZypIkUSKx06aNOmJBUAME2lSgoMNG4VLKjQUHPTAAAAWIABHs516aITJ3TwoDZs0IULmj9fJUpYnQmAt8qWTa+8YtwaMkR+fuamAQAAsIC/1QGQufn6KjSUS1sAMoUhQxQdrfHjdeNGQiUgQEOGaNAgS2MBAACYhAEeAGATvr4aPVo9e2rlSh05otBQtWihkiWtjgUAAGASBngAgK2UKaMyZawOAQAAYAHugQcAAAAAwAYY4AEAAAAAsAEGeAAAAAAAbIABHgAAAAAAG2CABwAAAADABhjgAQAAAACwAQZ4AAAAAABsgAEeAAAAAAAbYIAH4PXi43XqlGJjrc4BAAAApIQBHoAXO3FCTz6pwEAVK6acOdW6tfbssToTAAAAYIwBHoC32rNH1app7lzFxEjSjRtaulQ1amjdOquTAQAAAAb8rQ4AwLsdOqQtWxQZqYoV1aCB/E38S2nwYEVFJS9eu6Y+ffT33/LxMS8JAAAAkAoM8AAsEhOjl17SlCmKi0uoVKqkyZN1//1mfPqlS1q50ri1Z4/27FHFimbEAAAAAFKNJfQALNKtmz77LHF6l/T332rRQnv3mvHpZ84k+ehkTp502oqP1xdfqF495cuncuXUo4dOnHBHQAAAACAZBngAVvjzTy1YYFCPjtaoUWYEyJ8/pUXyBQoY169fV4sW6tVLGzcqKkoHDmj6dN19t9OL+QAAAIDrMMADsMLatU5bv/5qRoD8+XXvvcatIkVUtapx68MPDWb1mBh166arV10ZDwAAALgNAzwAK1y5kp6Wa33wgbJmTV708dGHH8rPz/gts2YZ18PDuQgPAAAAd2OAB2CF0FCnrTJlTMpQv75Wr1b16kk+evFidezo9C2HDqWnBQAAALgCu9ADsELLlsqfXxERBq2nnjIvxv33a9s2HTmigwdVqpTKlHF67f2WnDl17ZpxK1cudwQEAAAA/sUVeABWyJ1b06YpW7bk9Vat1LevqUl8fRUaqhYtVL78HaZ3SQ88YFz38XHaAgAAAFyEAR6ARdq00a5devJJhYQod27Vrasvv9QPP8g/E68MevNNgy8dJHXtqnLlTE8DAAAA75KJf1EG4PHKlNHs2VaHSIvq1bVkifr108GDCRV/f/Xrp7FjLY0FAAAAr8AADwBp0bSpdu3Sr79qzx4VKKC6dRUSYnUmAAAAeAUGeABIo2zZ1Ly5mje3OgcAAAC8C/fAAwAAAABgAwzwAAAAAADYAAM8AAAAAAA2wAAPAAAAAIANMMADAAAAAGADDPAAAAAAANgAAzwAAAAAADbAAA8AAAAAgA0wwAMAAAAAYAP+VgcAPMLevZo8Wbt3K3du1a6t/v2VI4fVmQAAAAB4FAZ4IMPGjNGwYbp5M+HlggWaMEELF6pmTUtjAQAAAPAoLKEHMubnn/X664nT+y0nTqh9e129alEmAAAAAB6IAR7ImEmTjOvHjmnJEnOjAAAAAPBkDPBAxvz1l9PWzp0m5gAAAADg4RjggYzxdf4fkZ+fiTkADxIerl69VLq0AgJUrZrGjNH161ZnAgAAsB6b2AEZU6OGDh0ybtWqZW4UwCNs2qTmzXX5csLLnTu1c6fmzdOaNQoKsjQZAACAxbgCD2TM4MHGF+ErVdKDD5qeBrC5+Hh165Y4vf9rxw69+aYVgQAAADIRBnggY+rW1bRpyp07SfGee/T99/JnhQuQRlu3av9+49acOXI4zE0DAACQuTBgABnWrZtatNCsWfr7b+XOrTp11LEjN8AD6XHkiNNWZKQuXFDevCamAQAAyFwY4AFXCA7WSy9ZHQKwv8BApy0/P+XMaWIUAACATIcl9ACATKNuXWXNatyqV89pCwAAwDswwAMAMo18+fTKKwZ1f3+NHGl6GgAAgMyFAR4AkJm8/bbeeSfJavmQEC1apIYNrcsEAACQKXAPPAAgM/H11RtvqHdvbdqk06dVrpzq1VO2bFbHAgAAsB4DPAAg8ylYUG3aWB0CAAAgc2GABzxIXJw2b9aePQoK0n33qXhxqwNlwJ9/avx4/fWX/P1Vs6ZefVUhIVZncpFz57RzpyRVqaJChaxOAwAAANtggAc8xebN6tNHO3YkvMySRQMGaNQoZc9uaax0GTNGQ4cqLi7h5bZtmjFDn3+uzp0tjZVhUVF6/XV9/nnCH83XV716afRo5ctndTIAAADYAJvYAR5h/341bZo4vUu6eVMffaSePa3LlF4bN2rIkMTp/ZZr19Srl44ftyiTK8TG6sEHNXly4h8tPl5TpqhFC928aWkyAAAA2AMDPOARRo3SlSsG9blzE1Zr28i0aXI4DOrXrmn2bNPTuM68edqyxaC+bZvmzDE9DQAAAOyHAR7wCGvWpKeVOe3b57S1Z4+JOVxtxQqnreXLTcwBAAAAu2KABzzC5ctOW5cumZjDFVJ4YFhAgIk5XC0yMj0tAAAA4H8Y4AGPULq001ZoqIk5XKFOHaetunVNzOFqKTwUoEQJE3MAAADArhjgAY/gbHv2fPn00EPmRsmwAQOUN69BvUwZPfGE6Wlcp0MHp63HHjMxBwAAAOyKAR7wCP37q1mz5MUsWTR1qvLksSJQBgQHa9kyVaiQpFi3rn76yd5L6Js0MX4owNNPq2lT09MAAADAfngOPOARsmbVsmX64gtNnqzdu5U3r+6/XyNHqnx5q5Oly333accOLVmiHTuUNatq1lTz5vLxsTpWhk2dqkaN9O672r9fksqV05Ah6tLF6lgAAACwBx+H4eOakBarV68OCwuT1L9//4kTJ1odB0CmFxMjh0M5c1qdAwAAAHbCFXgAMF2OHFYnAAAAgP1wDzwAAAAAADbAAA8AAAAAgA2whB4APMKpU/r7b+XNq4oVubseAADAI3EFHiaKjtYff+joUbF1IuBCR4+qXTsVK6YWLXTffSpSROPGKTbW6lgAAABwMQZ4mCI8XE89pcBA1aypkBCVKKHZs63OBHiEs2d1//1atCixcumSXnlFgwZZlwkAAABuwQAP9zt3TnXratasxAvvJ0+qSxeNHGlpLMAjvPeewsMN6v/3f9qzx/Q0AAAAcCMGeLjfqFE6ftyg/s47OnnS9DSAZ1m+3LjucDhtAQAAwJ4Y4OF+S5YY12/cYMAAMioiwmnr/HkTcwAAAMDtGODhfufOOW2dPWtiDsATFSvmtFW8uIk5AAAA4HYM8HC/4GCnrcKFTcwBeKL27Y3rAQFq3drcKAAAAHAvBni4X5s2xvWAALVoYW4UwOM895xq1TKojxmjIkVMTwMAAAA3YoCH+73+ukqXNqiPGMEVeCCjsmfXr7/qrbdUoIAk+fmpZk0tX67nnrM6GQAAAFyMAR7ulz+/Nm1S797KkiWhEhqqBQv08suWxgI8RY4cGj5c587p7FlduaJt29SsmdWZAAAA4Hr+VgeAdyhQQFOm6NNPdeCA8udP6a54AOlWsKDVCQAAAOBGDPAwUdasqlTJ6hAAAAAAYEssoQcAAAAAwAYY4AEAAAAAsAEGeAAAAAAAbIABHgAAAAAAG2CABwAAAADABhjgAQAAAACwAQZ4AAAAAABsgAEeAAAAAAAbYIAHAAAAAMAGGOABAAAAALABBngAAAAAAGyAAR4AAAAAABtggAcAAAAAwAb8rQ4AIEV79mjBAu3fryJF1KSJWrSwOhAAAAAAazDAA5nY0KEaO1Y3bya8HDtWLVtq7lzlyWNpLAAAAAAWYAk9kFlNnap3302c3m/56Sf16mVRIAAAAABW4go8kFl98IFxfcECHTumkiXNTWND589rzRodO6YSJdSwoQoWtDoQAAAAkCEM8ECmFB2tffucdv/4gwH+Dj79VEOH6uLFhJeBgRo+XC+8YGkmAAAAIEMY4IFMKT4+pW5cnFk57GnqVA0cmKRy+bJefFH+/ho0yKJMkqQtW7R6tU6eVJkyattWISFWhgEAAIDdcA88kCkFBqpUKafdatXMS2I78fEaPty4NWKEYmNNDfOvq1fVtavq1NHrr2viRA0erIoVNWqUNWEAAABgTwzwQGb17LPG9ebNVbasuVFs5fBhhYcbtyIitHu3uWn+57nnNHOmHI7EyrVreuMNffGFNXkAAABgQwzwQGb1/PPq2VM+PkmKNWtqxgyLAtlEdHT6u27yzz+aNs249d575kYBAACAjXEPPJBZ+fnp88/VrZvmzNGBAypSRGFheuop+fK9W4pKlZK/v/FSeV9fhYaaHkj6/Xen2xYcOKCoKOXNa24gAAAA2BIDPJC5NWigBg2sDmErefKobVt9+61Bq2VLax4md/NmSt0bN8zKAQAAAHvjUh4Aj/PJJwbbBJQqpUmTrEgjVazotFWoEA+oBwAAQCoxwAPwOIULa8cOjRihWrWUP79q1tRbb2nXLpUoYU2e0FA1bWrc6t07+TYHAAAAgBMsoQfgibJn15tv6s03rc7xP19+qebNk++B36aNhg61KBAAAADshwEeANyvaFH9+af+7/+0apVOnlTZsnr8cbVrZ3UsAAAA2AkDPACYIksWDRyogQOtzgEAAAC74h54AAAAAABsgAEemd7Vq3I4rA4BAAAAABZjgEdmdf26Ro9W6dLKmVOBgWrWTNu2WZ0JAAAAACzDAI9MKTpaDRpoyBAdOSKHQ9HRWrlStWtr5kyrkwEAAACANbxrgI+Pj//2228ff/zxkJCQXLly5ciRIzQ0tGvXritWrLA6GpIaP15btyYvxsfr2WcVGWlFIABe5soVjR+vJ57Qo49q2DCdOmV1IAAAAG/ahf7UqVMdOnTYtGnTf4uHDx8+fPjwzJkzmzdvPnPmzIIFC1oVD0nMn29cv3RJP/2kzp3NTQPAy/z2mx5/PHFoX7hQH36oTz9Vt26WxgIAAN7OWwb4mJiYli1b/vXXX5L8/f2bNWtWsWLFuLi47du3r1271uFwLF++vGnTpr/99ltgYKDVYSEdP+60deyYiTkAZMD585o/X3v2KG9e3X+/mje3OlDqXLyoRx/VuXNJileuqGdPVaume+6xKBYAAIDXDPAff/zxrek9JCTkm2++qVWr1r+t9evXd+nS5dixY3/99dewYcM+/PBD62Lif4KCdPGicStfPnOjAEiXmTP13HOKikqshIVp1iwFB1uXKXW+/jr59H5LXJwmTtTUqaYHAgAASOAt98BPmjTp1g+fffbZf6d3SfXr1//666/9/f0lTZ069dq1axbkQzJNmxrXfX0VFmZuFABpt3atundPMr1LWrVKjz1mg6dC7tiRnhYAAID7ecUAv3///pMnT0qqXr16ixYtbj+gdu3a9erVkxQdHb2NZ5VlBkOHKm9eg3rfvipb1vQ0SK+YGG3cqLlztXWrrl+3Og1M9P77io83qK9fr99+Mz1NGvn4pKcFAADgft4ywN/6oUaNGs6OqVKlyq0fIiIizMiElJUqpV9/VYMGiZWcOTVypD7+2LpMSKM5c1S2rOrV05NP6r77VKGCfvjB6kwwy+1PkfjXli0m5kiX6tWdtmrWNDEHAABAcl5xD3yuXLk6dOgg6eGHH3Z2zK1L9JJCQkJMioWUVamiX3/Vnj3as0f58ql6dQUFpe0MN2/q6FEVKqTcud0TEc7NmKHu3ZNUjhxRu3ZatEitW1sTCWa6eTM9rUyiY0cNG6bw8OT1LFk0YIAVgQAAABJ4xRX4Ro0azZ8/f/78+W3btjU84MSJE8uWLZMUFBRUrlw5c9PBOR8fVayo9u3VuHHapvfTp9W1q3LlUrlyypNH996rtWvdlhK3iYvTa68Z1OPj9corpqeBFSpWdNqqXNnEHOkSGKhFi5Tsy9ygIM2apUqVLMoEAAAgeckV+JRduXKlQ4cO169fl/TSSy8FBAQ4O/L06dNdu3a9vR4ZGenGfJnflStatUr796tQId1/v0JDLc5z4oRq19bp04mVbdvUqJFmzdKTT1oXy5v8/bfOnDFu7dmjU6dUtKi5gWC6Pn20bp1BPTTU6RaVmUqtWtq9W9On6/ffFROjatXUo4cKFLA6FgAA8HbePsBv2LChR48e+/btk1SnTp3BgwencPDVq1dXrlxpVjSb+O47DRyYuNbU318DBmjsWGXNalmkN95IMr3f4nBo0CC1a6ccOazI5GUuXEipGxXFAO/5OnfWtm36+OMke84XKaL585Utm3Wx0iIgQP36WR0CAAAgCa9YQm/oyJEjTz75ZP369W9N77Vr1162bFkOprs0+eUXdeyY5E7R2Fh9/LEGDbIuk7RokXE9IsL4kiBcrmRJpy0/PxUvbmIUWOfDD/Xbb3r6adWpo5Yt9e672rcvpf3hAAAAcCfeeAU+Ojp6+PDhEyZMuHHjhqSAgIDhw4e/+OKLtx4Fn4LixYsfOnTo9vrGjRu7dOnilqyZ3IgRioszqE+dqjfesGZOi47WpUtOu7fvSgV3KFlStWtr82aD1oMPKk8e0wPBInXrqm5dq0MAAAB4Dq8b4JctW9a3b99jx45J8vPz69q167Bhw0qVKpWa92bJkqV06dK3148ePerSjDbhcGjDBuNWfLw2bNDjj5sbSJKUI4dy5lR0tHG3YEFz03ixKVPUsGHytfTBwZowwewkp09rzx4FBalCBWXPbvanAwAAAK7jRUvoHQ5H3759W7ZseWt679ix4+7du6dNm5bK6R3J3bihGzecdp2N0O7m46OHHjJuBQbqgQfMTePFqlbV33+re/eEfb8KF1a/ftq1S0ZfgbnL0aNq105FiigsTDVrqkgRffSR8ZoRAAAAwA686Ar8gAEDJk+eLCk0NHTy5MlhYWFWJ7K5bNlUooSOHzfuWvg0vnff1cqViopKXh87VoGBVgTyVkWKaPp0Sbp61YJL32fO6P77k9w0ceGCBg/W0aP66COzwwAAAACu4C1X4D/++OPPPvtMUsOGDbdu3cr07hrduhnXy5Wz8sbXsmW1aZMefDCxUqqUvv1WfftaFsnLWbJwfcwY4y0PPvlE+/ebngYAAABwAa+4Ah8bG/v+++9LKlas2KJFi/Kwh5arvP661q7Vr78mKebNq1mz5OdnUSZJUrly+uknRURo714VLqyQEPn4WJkH5lu2zLgeH6/ly61cIQIAAACkl1cM8N9+++3JkyclDRw4kOndlbJn1+rV+uILzZypffsUHKxGjTR0aMJtz5bLn1/33291CFgkIsJp6/x5E3MAAAAALuMVA/y6/z39e/r06QsXLkz54K+++qps2bLuD+UpfH3Vu7d697Y6B5BU0aJOB3UeRA8AAAB78ooB/t+Ht+/du/eOB8fExLg5DgD3e/RR7dhhUPf11Zo1ql9f5cubngkAAADIEK/YxO7fAR6At3jxRVWrZlCPj9esWapaVYY/jNYAACAASURBVJMmmZ4JAAAAyBCvGOD379/vSLVqhr/0A7CXnDn12296/XUFBRl0b9zQoEHGl+gBpF50tIYPV4MGCg1VixaaPl3x8VZnAgDAk3nFAA/AG+XMqVGj9Pzzxt24OE2bZm4gwLPs368KFfT221q/XocPa/ly9eihJk0UHW11MgAAPBYDvCeKi9POnfruO23cmOQXqf379cQTCg3VXXfpgQf0zTfWRQTMsmeP09bu3SbmADxOt246cSJ58ddf9dZbVqQBAMArMMB7nPXrVaOGqlVT+/aqV0+lSmnKFEmaP19VqmjePB0+rIgIrVunxx9Xx46Ki0t+huPH9d13mjlTf/whh8P8PwFM4nDo8GGdOWN1DjfLmjU9LQAp271bmzYZt778koX0AAC4CQO8Z9m8WU2baufOxMr58+rTRyNGqHdv3biR/Pj58/Xll4kvr1zRgAEqXVrt26trV9WsqQce0K5dJgSHqWJiNGyY8uRRaKgKF1axYpo2zfpfuI8d09KlWr7cxd8p1K7ttFWnjis/CPAq+/c7bUVEOH2IIwAAyBgGeM8yZIiuXzeojxqlixeN3zJzZuLPTzyhSZOSXJNfv16NGys83KUpYakbN9S0qUaO1OXLCZVTp9SzpwYNsizS6dPq1EkhIWrdWi1aqHhxPfusLl1yzcm7dlWxYgb1/PnVt69rPgLwQgEBKXWzZzcrBwAA3oUB3oPcvKm1a41bhlP9LQcPJvywfr2WLDE44Px5jRuX4XDINL74Qhs3GtQnTdLvv5ueRoqJUePG+vrrxPs1YmM1caLatnXNooDAQP34o6pWTVIsX15Ll6pAARecH/BO994rf3/jVtWqCgw0Nw0AAN7Cyf/7wo4uX1ZsbJrflStXwg+//OL0mBRasJ3Fi43rDocWL1bNmuamkaZM0b59BvU1a/TDD2rb1gUfUaWK/vhDixbpjz8UF6d77tEjj3ADPJAh+fPr2Wf10UcGrWHDTE8DAIC3YID3IEFBCgxMXBedSg0bJvyQwoplZ8vvYUenTzttWXKvxMqVTlsrVrhmgJfk56dHH9Wjj7rmbAAkjR2ruDh99lnid8dBQRozRu3bWxoLAABPxgDvQXx91aGDpk83aJUqpVKltGaNQeveexN+CAlxeubSpV0QD5lECuvGCxUyMcf/REU5bUVEmJgDQBplyaIJEzRggNas0alTKldOLVpwZwoAAG7FPfCeZdQogzk8WzZ98YXy5zd+y1tv6eZNSWrXTjlyGB/z5JOuiwirtWqVnpb7lCjhtLV8ubZtMzEKgLQrXz7hWSddujC9AwDgbgzwniU4WNu3a/BgBQdLUu7catdOO3aoYUP99JPxW8LDtXmzJBUpogkT5HvbvxJt26p7dzdmhsn69lW1agb1rl1Vt67paaSOHZ22IiPVujV3cAAAAAC3MMB7nDx5NH68Tp/WpUu6eFELF6p8eUVFKSbG6VtOnkz4oWdPbd2qVq2UP78CAlSzpr78UgsXys/PnOwwQ0CAfvlFAwYk7iCdO7fef1+ff25NnnbtUprhz57VV1+ZmAYAAADIvLgH3nP99yk+efIoS5aEpfK3+++ixxo1Eh4m53DIx8ed+WCdvHn16acaO1a7dyt7dpUv7/RxUCbw8dHcudq1S7t3Gx/AKnoAAABAEgO8t8iSRWFhWrbMoJUnj+rVM6gzvXu8HDlUq5bVISRJvr4qVMjpAB8XZ24awJ1++UUrV+rUKZUvr0ce0d13Wx0IAADYCUvovcaYMcqZ06A+dqyyZzc9DZBU5cpOW1WrmpgDcJsrV/TII2rSRKNGacYMDRmiqlX15ptyOKxOBgAAbIMB3mtUq6Z165JcbC9eXF9/rWeesS4T8D/PPGO8jD8wUE89ZXoawA369tX33yep3Lypd97R5MkWBQIAAPbDAO9NqlfXb7/p6FEtX66//9bhwyltHgaYqXJlTZ2a/EGGQUGaM0eFC1uUCXCd8HDNmWPcev99c6MAAAAb4x5471OypEqWlKSdO7VwoQ4dUrFiatFCDRtanQzerXt3NWmiTz7Rn38qSxbVrKlBg3isNDzEH384XSp/6JAuXFBQkLmBAACALTHAe6X4eL30kiZMSNwebPRodeigGTOSXwIFzFSihMaNszoE4AYp78XITo0AACB1WELvlcaP14cfJv+VccECDRpkUSAA8GgpbNNYtKjy5TMxCgAAsDEGeO/jcOjDD41bX36p8+fNTQMAXiA0VA8+aNzq14/HdgIAgFRigPc+Z84oPNy4FRenHTvMTQMA3mH6dNWokbzYubNefdWKNAAAwJa4B977cCsmAJgvOFhbtmjGDK1cqVOnVL68Hn9cYWFWxwIAAHbCAO+5rl7V7Nnavl0Oh6pXV+fOCRvUFS6su+4yXirv66sqVXTggLZvV2ysqlRRlSompwYAj+Xnpx491KOH1TkAAIBdMcB7qN9+U5cuOno0sfLOO/rqKzVsKD8/9e2rd94xeNdDD+mllzR3buLjjlq21MSJCgkxITIAAAAAIAUM8J7on3/Upo0iI5MUjx9X27bau1fBwXrzTe3bp/nzkxxQp45OndKSJUmKP/2kJk20c6cCA90eG5nK+vX68UcdP66QELVtq1q1rA4EAAAAeDsGeE80bVry6f2Wixc1ZYqGDVPWrPrmG/38s779VgcOqEQJNW8uf3916mTwrqNH9X//p5dfdndqZBbXrqlnT82Zk1gZNUq9e2viRPn5WRcLAAAA8HYM8J7o99+dtrZtS/y5RQu1aJH4sl8/p+/65RcGeC/yyitJpndJ8fGaPFnBwRo+3JpIAAAAAHiMnGe6ccNpK4VN5i9fdtq6eDFDeWAjV65oyhTj1oQJunnT3DQAAAAAEjHAe5DYWH36qcqW1eLFTo+pWtVpq1Qpp63Q0Izkgp3s3q3r141bUVE6csTcNAAAAAASMcB7ithYPfSQBg7UwYOJe8gnky2bevZ0eoZOnZze4fzkky5ImILYWB0+nNISgEzi5k3Fx1sdws1SWKMhef4fHwAAAMjEGOA9xfTpWrEipQNy5dKXX6pMGacHVK6st982qD/zjB58MKPxnDl7Vj17KlcuhYYqTx7de69+/dVdn5VuDodmzlS1asqVS4GBql9fq1ZZncltKlRQlizGrcBAlS5tbhrcSUSEfv9dUVFW5wAAAIAZGOA9xTffOG2VL68XXtDXX6ty5Tvcw/zGG1qzRo0bK08e5cypunW1cKEmT05+2I8/qlkzFSmi0FA9/rh2705n5vBw1aypadMS1mw7HNq2TY0ba9asdJ7QHRwOPfGEunbVzp26cUMxMfrtNzVtqpEjrU7mHkFB6tzZuNW7t7JmNTcNnNu0SbVr6667VKuW8uVTw4bavt3qTAAAAHAvH4ez5dZItdWrV4eFhUnq37//xIkTrQlRvrz27zduVa6s3bsTFj/nyaNhwzRokPzv9AACh0M+Pgb1Z57R1KlJKv7+mjJFTz+d5sw9e2raNIN63rw6fly5cqX5hO6wYIEee8yg7uenHTtUqZLpgdzv8mW1a6fVq5MU27bVvHkKCHDB+Y8d0759KlBAFSq45oReaMUKtWqV/Pu4gACtWqV69SzKBAAAALfjCrynyJvXaWvXrsRbly9e1Isvqk+fO5/QcHpfuDD59C4pNlYDBujkyVQmTbRokXE9KioTLaT/+mvjelycFiwwN4pZAgO1apXmz1ePHmrcWL17a+lSff+9C4btPXsUFqZSpdSihWrUUPHimjLF6ZYNSMHAgQaraa5d03PPWZEGAAAAJmGA9xRNm6bh4GnTkjwQPvVmzjSuX72q+fPTdqrr1xUR4bQbHp62s7nP8eNOW0ePmhfDfB066IsvtHq1pkzRQw+54IQHD+r++5Nc2D9/Xn36eOzNCO5z4ID27TNubdumM2fMTQMAAADzMMB7ihdeULFiaTj+xx/T8ykHD6anZShbNuXO7bS7dGlmefh8njxOW0FBJuawv+HDjfdae/ddnT1reho7S/kfF/8wAQAAPBcDvKfIl09r16pVq8RK1qxOtxOXdO5cej4lhfvS03HLegrXdRctUuXKOnYszed0ubAwp600rXrAzz8b12/c0C+/mBvF5oKDnbZ8fFLqAgAAwOYY4G3v6tWrkydPfuKJJxp27/6wj8+sceMuzJqlFSu0bVtKe84XLJieD2vQwGnrgQfSfLZ33lG+fE67J09miht6+/c3fnZakyauWVjuJRwORUY67Z4/b2IU+ytTRhUrGrdq11ahQuamAQAAgHkY4O3tt99+u/vuu/v27Ttv3ry1a9cuWbLkqZdfLjVgwKwzZ1KalyTVqJGez3v+eeXPb1CvV08tW6b5bKGh2rhRjRo5PSAzLKQPDNTq1WrTJrHi56e+ffXdd8b7/MGQj4+KFnXaLV7cxCgeYeJEg0f6Zc+uCROsSAMAAACTMMDb2Pnz59u0aXP8tl3WLl682LVr16V//JHSm6tWTc9HFi6slStVs2aS4mOP6fvv5Zuuf5fKldPbbzvtxsbqxIn0nNa1SpbUokXat0/z52vxYh09qs8+S+neeCQTG6vr1/Xoo8bdvHnVpIm5geyvUSNt2KD69RNe+vioaVNt2aJ777U0FgAAANzrTg8DRyY2Y8aMSCeX2R0Ox9uzZ7cKDNTlywbtkiXTf83znnu0ZYvWrtWuXQoIUO3aqlIlnae6JYWt7JTiHnImK1dO5cpZHcJuli7V229rxw7FxSk0VMHByfdI9/HRxIkKDLQon53VrKl163Txoo4dU0gI/wwBAAC8AQO8jf2R4jX2bX/8cX348GxvvWXQe+ut1C7/jorS338rWzZVqJC4TZ2vrxo1Smnpe5pUrqwCBfTPPwatsmVZXG1jb7yhUaMSX+7fL0nlyumffxQVpSxZVLu2xo1TnTpWBfQEefKkczUNAAAAbIgl9DYWHx+fQtfhcFwdOFBvvaWAgMRq7tz6+GM9/fSdzx4RoWee0V13qUED3XefChbUW2/p6tUMp76Nv7/efdeg7uOjMWNc/3Ewx44dxv/z7d+vqVN1+rSuXNG6dUzvAAAAQOpxBd7GqlSpMm/ePGfdQoUKBeXNq+HD1aOHfvlFx46pbFk1aZKqTaqvXVPjxvrrr8TK1asaMUJ//qlFi1yRPaneveXjo9dfT9yNvEgRjR/v9K5pj+RwaO5c/fyzjh9XmTJ69NH07AuYeSxYIGdfMH3zjdq3NzcNAAAA4AkY4G2se/fuo0ePvnLlirNuwk8lSqhbt7SdeurUJNP7vxYv1ooVatYsbWdLjV691LGjtmzR8eMKCVHt2sqRw/WfkmlFRqpNG/32W8LLNWv0+edq316zZytbNkuTpddteysmOnbMxBwAAACA52CAt7EiRYrMmzfvySefvHTpUrJWgwYNhg0blv5TL1uWUssdA7yk3LnVtKlbzpz59euXOL3/69tvVbasRo+2IlCG5c2bnpa7rV6tTZsUGalKlfToo5loi0QAAAAgFbgH3t5atWp16NChV199tWzZsnny5MmVK1f9+vWnTJmyZs2aHBm5gv3vUvbb3dpt7uxZrVypdet04UL6PwW3nDunBQuMW5MnKzbW3DQuksJ3MW76AihlZ8+qeXOFhemNN/TBB+rRQ+XK6dtv03CGK1c0dqw6dlTr1nrtNR096q6oAAAAgBM+DofD6gy2t3r16rCwMEn9+/efOHGi1XFc4dFHtXChceu55xQVpZkzdevfnGzZ9PzzGjbMu1a8u9Yvv6T0IPQjR1SqlHlhXMXhULNmWrUqeb18ef3+u3LmNDtMgwYGaxz8/bVhQ6qenb5hgx57TOHhiZXs2fXBB+rXz5U5AQAAgBRxBR5GHnnEuO7jo8WL9dVX+vd7n+vX9d57euwx06KZ59w5RUSY8UF+funvZlo+PvruOz37rPz/c59Ox45avdrs6V3S2rUG07uk2FiNHXvnt1+6pEcfTTK9S7p6VQMGaONG1yQEAAAAUoEBHkY6d1bz5gb1+vV15IhB/ccf9fPP7g5lkps3NX68goNVqJDuukulSmnaNKcbqrtE1arKksW4FRysokXd+NFulTu3PvlEJ07o55+1aJGOHtXXX6tIEQuSbNnitLV5853fvmCBzp41qDscmjQp/akAAACANGKAhxFfX/3wg8aNS3zmXJkymjUrpXXynjHAx8erXTu9+GLiwHbsmHr21DPPuPFDg4LUs6dx64UX5Gvz/0iDg9W8udq0UcmSlmW4cSM9rX8ZPpHhlp0705MHAAAASBebzwZwn6xZ9dJLOnNGZ88qKkoHDqhzZ0VGOj3enNXm7jZ/vn780aD+xRdav96Nnzt+vB5/PEnFz0/PP68XX3Tjh3qPChWctipVuvPbU/gOxcKvV+Lj9eOPGjVKI0bo++/tutkhAAAA0oLHyOFOChZM/LlYMW3danxYiRLmxHEvZ1v3SfruO9Wv767PzZ5d8+bp2Wf10086cUJlyqhdO1Wt6q6P8zYtW6p4cZ04YdDq3fvOb69e3WmrZs30p8qIPXvUtau2bUusVKigr75SrVrW5EmTmBjNnau//lLWrKpeXY89lmSjBAAAADjHr03ex+HQkSM6dUrlyiWukE+lDh2MR1wfH7Vv75J0Fku2Udl/nTrl9k+vX9+N3xF4s+zZ9fXXatMmyfMRfXw0aJA6dbrz29u315tvGjw3zt9fnTtr2TJFRalSJVWpIh8fF6Z2KjpaTZrozJkkxT17FBamgwdVoIAZGdLtl1/UrVuSL1PeeUdz5qhaNesyAQAA2AZL6G3v1KlTu3fvvnnzZqqO/uEHlS2r0FA98ICCg9W4cdpu4u3USa1aGdRffFH33JOG82Rad93ltPXflQiwnbp1tX+/hgxRkya65x517qy1a/XRR6l6b/bsWrxY5csnKQYF6aGH1LKlWrbUk0+qWjU1bKhdu9yRPbkpU5JP77dcuqT33jMjQLqdOKE2bZIvhdi9Ww89pMuXLcoEAABgJwzwduVwOObMmVO0aNFixYpVqlQpV65c/fv3j0j5RvQZM9SmjQ4dSqysWaN69bRjR2o/1ddX33+vCRMSFsz7+qpSJc2fr3Hj0vvnyGRatkxPC7aQN6/efVerVmn7ds2albbFDlWq6K+/NG2a+vZVt24aN05Nm2rxYl2/nnjMunVq1Mh4ob5rzZvntPX9927/9IyYOFFXrhjUw8M1a5bpaQAAAOzHx/HvA72RXqtXrw4LC5PUv3//iRMnmvOhPXr0mD59erJiuXLltmzZkidPHoM3XL+uokWNt5pr3jw9e8hHRSlrVgue6e1WN2+qXr0ktxbf0qqVfvjBpAXSyPz+/NPpjfH9+8vdfwmEhBis578lX75MvZ1k06Zatcq49fTTmjbNoH7xombO1F9/KSBAtWqpUyenz1wEAADwAlyBt6V58+bdPr1L2r9//7gOHdSlix57TCNHJllnu3mz09/sV67U5Mnaty9J8fx5/f13Sg/ZypvX06Z3SVmyaMUKDRiQuKtWQICGDtX8+UzvSPTLL05bzgZUF8qVy2krhQc93i4yUqm89cZVUtgq37D1ww8qV04DB2rKFE2YoK5dVa0aj+4DAADejAHell555RVnrR9WrtTs2VqwQMOGqXx5zZmT0PjnH6eni49X376qWFHPPKPoaP34oypUUIECqlxZOXOqe3edPq2oKC1ZogkTtGhRhi7xxcRo375UPXzbKkFB+vRTRURowwZt2aKICI0cqezZrY6FzOTChfS0XKV5c6etBg3u/PaYGL31loKDlT+/cuZUvXpau9aF6VKSwkP7KldOXtm/X489pnPnkhT37FHr1oqOdn02AAAAO2CAt58zZ86ccH6fbZLGpUvq1i1hY60iRe5w3vh4TZ2qhg3VqpX27k0oxsZqxgxVqqTQUD38sJ57Tu3aqUwZffJJmnNv367GjRUYqLvvVs6cattWBw6k+SSmyZ1bdevq3nvTdknT0L59+uILjR6t774zvgEYtlOqlNNWSIjbP/3555U1q0Hd11dvvHGH90ZHq359jRihs2cl6eZNbdyoRo00ebLrc96ud2/5+RnUc+VSly7Ji598kmSLgX+dOKGvv3Z9tkzo8GHNmaOPPtLPP+vaNavTAACATIEB3n7O//dRWEnll5IP1rGxmjRJku69V0WL3vnsv/9uUIyKUlRU4ssLFzRoUNpu9F21SnXqaM0axccnpFq8WDVrpmH/PDu6dk39+6tSJfXqpSFD1L69ypfXd9+5/XOjorRwocaP1/z5CXMaXKtVK6fr2FPzXLoMKl5c8+Ylv4ElWzZ9/nlKl7hv+eADbd+evOhw6IUXkl/rdod77tGkSQoISFLMnVuzZxt8w/jHH07Pc/suFR7m2jUNGqTy5dW5swYP1oMPqlIlLV9udSwAAGA9Bnj7KVy4sI/R/dh3SVukzrc3bv3a5++v//s/48tf6TN8eEp3tP6Xw6H+/Q2WzV++rOefd1ke8/3yi5o3V8GCCg5Wy5Zavz75Af366bPPFBeXWAkPV8eO+vVXN6b6/HOVKaNHH9WLL6pjR5Upo7FjxV6VrlWwoD79VL63/f3ZpIn69TMjwCOP6MABvfqqmjVTkyYaPFh79+rpp+/8xgULjOsxMfrxR9dmNPbMM9q1S4MGqVEjNWum117T/v1q08bgyBT+evnvf1MeqW9fffJJkn8Chw/r4Yc9/5sLAABwJ/53PgSZTP78+R944IFfbxsCh0qlDd9w9KgiI5Uvn1q31oYNeuEFbdyYcCU8I86f1+7dqlr1zkfu2aP9+41ba9cqKkp582Y0zJYtWrNGp0+rfHm1aXPn+wUybsgQjR6d+HLZMv38s95+W2++mVA5ckQzZhi8MS5OI0a4a6uz2bPVu3eSypUrevVV+frqpZdSemNUlHbu1JUrqljRjEXg7hAZqfPnVbp04gaEbtWtmypX1pAh2rxZ0dEqW1b9+6tvX5M+XVLhwhozJs3vOnnSacuEB+DdEhqqjz++82FVqmjLFuNWav7asa+DB/XVVwb1Gzc0cqQWLTI9EAAAyES4Am9LEyZMCAwMTFZs6+zouDitWJHw8333af16XbqkChVckOPy5VQddvq001Z8fJKt8tMhOlqdO6tOHb36qj76SP36qXx5ffpphs55Rxs2GMxODoeGD09c97thg9Pr3im0MmjYMOP6O+8Y304s6fp1vfmmihRRo0Zq3VqlS+vhh3X4sFviucnixbr7buXPr/LllSuXBgxQZKQZn1uzpn7+WRcuKDpau3fr2WfNm97TLV8+p6277jIxRyr07WuwxkFSvnxm3KdgoXXrnP79YNp2gwAAILNigLelqlWrbt++vV27dlmyZJHk5+fXrHHjkim8ITw8ycvs2XXPPcZHpv5haT4+Cg1N1ZEFC6Z0khS6qdG3r+bMSfL77pUrGjjQ6VJhl5g92/g37Ph4zZ6d8HNMjNO3X7+e2rsP0uTUKaeD98WLTrcbePppvfNOki2ylixRgwYpPbYgU/ngA7Vtm/gQxOvXNWmS6tRJsmuDuxluKZc5tWhhXPf1VbNm5ka5k1q1DG6Yv+suzZ+v/PktymSKFPbYj47mdhgAALwcA7xdhYaGLly4MDo6+uDBgzExMctXr/YpUMDp0f8dkv/5R7Vra+5c4yNT/9th8+YKDk7VkZUqqaSTrxfq1MnQ7+LHjycOzMmMGpX+097RoUN3bpUr5/SY0qWVJYuLIynF3/sl4w3wt20z/jchPFzvv++aVG515oyGDjWoHziQ5AYH/GvIEOOvzJ59VmXKmJ7mTvr00e7devFFNWumhx/W229r/341aWJ1LDdL4YvRMmXS8B0rAADwRAzw9pYlS5bQ0NCsty4AtmtnfFC2bGraNPFlr15p2AnJx0cPP6wSJZLXixXTZ5+l9iS+vpowwWA1bECAxo9P7UkMbd3q9BuHP/90umg845ztQC7p31sb7r9fZcsaH9O9u8sTSVKxYsqWzWnXMMy/91akqZV5pPB4LW4VNlS0qNatS3IdPndujR2b0f8S3SckRO+/r+XLtXixhg1zwX4ZmV/jxipe3LjVtau5UQAAQKbDAO9Bhg1ToUIGdX9/ff99wq51p07phx/ScM6JE7V4sXbv1tChqlZNOXOqShW9+qr+/jttW521aaOVK1W5cmKlbl2tX686ddJwktvdvrP9vxwO3byZoZOnoGHDO7f8/TV7tsEtxy1a6OWX3ZIqRw516GDcatLEeCRIYZ25ObeRZ1AKGygku20E/ypXTp98oo4dFRqq0FC1bKlmzVz5fApkUECAvvoq+WMCJTVtqsGDrQgEAAAyEQZ4D1KsmDZuNHggU3S0+vbVoEGStHt32m6hHDxY27YpZ06NHKk//9SVK9q5U2PGKHfuNMdr3Fh//aXjx7Vunc6c0YYNqlkzzSdJJoWt+EqWTOk6eQb16KHSRlv+V6igLl0SX957r/bt0/PPq0YNFSmipk311Vf66aeUrpNn0PjxBv9MihXT1KnGxzu70Cc5vevBZOHhunjRaTeF20YMv8yCpC+/VOXK+uYbHTqkQ4f09deqVUvvvWd1LPxHo0bau1e9eqlcOeXLp/vv1+ef6+ef3fhXBwAAsAkGeM8SEqL69Y1bkyZpx440X2e7fl1durjyqcvFi6t+fZcNV9Wq6b77jFvJnqbmWjlzauXK5Jt+tWqln3822HPrww/1++86dUorVuipp9x7C2vBgvrjD40apVq1lDevqlfX669r927jrxsktW3rdCR47DH3xbyzmBi99ppy5lTRogoKUpEimjfP4LDmzZ3uJtC6tVsD2tXhw+rbN/nSlbg4vf66Nm+2KBOM3Prebd8+RURo/Xr17Gm8Jz8AAPAy/EJgY/Hx8SdOnIhJttv5kiXGRzscWrpU99yT5idd7dunjRvTGdHdfHw0e7bBYv5HHtErr7j3o0NCtHy5tm7VlCn6/HNt364lS1K6rx0wMAAAIABJREFUoG2agAC9/rq2blVkZMIwf9sTBxOVKGH8LPFGjdSnj/sy3sG1a6peXe+9l7iT/+nTeuIJgy9lihXTG28YnKF4cQ0Z4t6QKbtyRRMnqk8f9e2ryZN19aqVYf5r1izjvSEcDk2bZnoaAAAApA0DvC1FRET069cvd+7cJUqUCAwMrF279rp16xJ6Z886fduZM//P3p0HxLS+DwB/Z9r3UlIqWwptZJfskSJyyZadLElXIt0rSi7ZsmZPQvZ9KXGTJZKUPdqkFO37XtPM74+5v/MdM+ecZjkzFc/nn8t53/O+zzlN7rznvO/zonbt0JIlAveXmipkoBLQvTtKSkI7diBbW2RhgZyc0M2b6Pp1saR559W/P3JxQYsXE27L1/qtXo2io9GQIf/thda1KwoMRA8eSOgG4tq6Ff8jFxyMXr/mPrhpEzp16n8bItBoaOZMFBsr6vaEooiKQj16IDc3dPw4OnYMLV+OevZEz561WDycsP32eCUnSzAOAAAAAAAgDAFfxoJWID8/f9CgQVlZWey/MpnM+Pj4ESNGnDlzZs6cOUhHh/A7uq4uQgjt3YsqKtD58wJ0qagoYszipaCAvLzE/sr9FzZqFIqNRY2NqL5ejIkD+BcaSlj0zz/o+vWfjtBoaMECNG8eyshARUXIxESYBA0U+v4dTZnCvWnft29o0iSUkkK2aF8yuJZ48FkEAAAAAABaB3gD3/b4+flho3cMi8Vyd3evqqpCDg74p7E3hEMIycujc+fQ8+do0SJ+uyTZ9hz8MmRkWsXoHSFUXExYRDQZhE5H3bujwYNbePSOEDp+nHv0zlZaik6dkng0PIYMISwaOlSCcQAAAAAAAGHAAL7tuXHjBu7x0tLSmIgI9Pgx/ml//vnTLm5WVmjQIH67PH5csNz1AIiCZPZ+68/CzTvJn58iiXF2xs9oqKWFVqyQeDQAAAAAAEAwMIBvY5qamgoKCohKjXbvxk9iN28eCgzkPsh/Nrtv3xBxpwBQrGdPwqKRIyUXhnCYTGGKJEZBAUVGcr+HNzNDkZEtP70fAAAAAAA0B9bAtzFSUlLq6uqlpaW8RfoIdU9IwD/t+XOcV+j9+wvQcWOjAJWJ5OWhrVvRixeotBT16oWWL4e9vgCOffvQ0KE4n1hZ2TaQ6cDcHEVE4BdZWEg2FAJGRuj5c/TgAXr9GjEYqHdvZG8v8OYUAAAAAACgJcAb+LZHl52LjsdgWVnCie5fviBlZWRvj5KS/nfQwgLZ2fHVpaYmIuhUANHRqEcPFBSEEhNRRgYKD0cODmjOnJZ5LRkXh6ZPRz17IktLtHgxLPJvXYYMQfv2cQ8pFRXRjRuoQ4cWiolvLi748/yVlNDChRKKoakJHT+OHB1Rnz5o6lR0+jT3bxmNhmxt0V9/oY0b0aRJP93q3FyUloaamiQUKgAAAAAAEAQM4NuY6OjoT58+4RaNJUpfx1ZXh+7dQ337on///d/BsDBka9t8ry4uSEpKoDi5VVcjZ2dUUcF9/Ny5Fth9euNGZGWFrlxBKSno7VsUEoJMTVFYmKTDACTc3VFGBvrzTzRoEBoxAm3ahLKzkb19S4fFB0NDdPYsdy49DQ108SLS05NEAEVFaNAgtGwZunULvXuHrl9HCxag4cNReTnZWSwWOnMGdeqEOnZExsZIRQV5eaHKSkkEDAAAAAAA+EZjQXIykUVHR48ZMwYh5OrqeujQIbH2NW/evLNnz+IWDTQ0fMnPm+TOndGXL/8NyGNi0NKl/9v/mUZDamqorOyn+hMnoitXRN1i6to1NG0afpGVFXr+XKTGBRIdjcaMwTmuoIBSUpCBgajtx8ej+HhUXo5MTZGdXRtIugbEIS8PHTqE3r5FdDrq2xetXIm0tCTU9YwZ6PJlnOOLF6PgYMKz1q1Du3dzH7S0RM+fIwUFKsMDAAAAAAAigHWPbUxaWhpRUfyXL/8iNLbZJrKyUHw8GjIEJSej8eNRTc3/ilgsVFaGzMxQjx4oOxt1746cnJCjIwVxE+3+hRDhrvViQrTHeG0tunBBpCXWRUVo6VLEuUdA9+7o+HE0apTwbYI2SkcHbdnSAv2WlKBr1/CLzp1D+/cjJSWcok+f0J49OMffvEFBQWjdOiojBAAAAAAAIoAp9G2MAunbsPkIveOnlexs1NCAvL1/Gr1jPn5Enp7o5Ut07hw1o3eEyF7iSfj9HsnzAlEeJbBY6I8/ENcOf+npaMKE/01wAEDcUlMJl6/X1aGMDPyiu3cJU1Hcvk1NYAAAAAAAgAowgG9jrK2tSUpzEeqHkAtClxB6gRDhzm/XriFVVXTrFmFDMTGiBInDyoqwiOuKHjxAXl5o9mzk44PevqU4DCS2RwmPHuHftNpatGuX8M0CIBAZGbJSogUdeXmEp/z4IVI8AAAAAACAUjCAb2Pc3NzkSJdVNyEUjNAshI4h9AMh/AwHly+j+nqybqqrRQkSx8CB+Bnv5eSQt/d/f66sRA4OyNYW7dqFLlxAW7eifv3Qn39SnKae5FHC0KHCNxsbS1gkyRX+4DdnaoqUlfGLtLSQoSF+kbY2YYM6OhREBQAAAAAAKAID+Dbm+/fv9eRjb4SkELqBUChCfRCiCdeNkZFw55E5fx7NmPHTkU6d0M2bqHfv//7q6oru3v2pApOJDhzAX50rtFWrkIYGznFTUzR1qvDN1tYKUwQAteTlkYcHfpGXF+FeEvb2iEbwT8WECdQEBgAAAAAAqAAD+DYmKiqq2TrzEZosSh+ammjiRFEawKeuji5eRImJKCgI+fuja9fQ589o/Pj/SvPz0fnz+Cfu20e4v70QdHVRZCQyNf3p4KhRKDwcycoK36yxMWFRjx7CNwuAoHx9kbv7T2N1GRnk7Y3WriU8xcICubriHDcxQe7u1EcIAAAAAACEBVno25gyrj3e8MwSpQMFBXTqFFJURB8/IgUF1LUrolP6lKdvX9S3709HGhvRoUMoOJhwqvz37yg/n8qpvAMHordv0b176MMHJCuLBgxAI0aI2uakSahdO1RSglO0cKHwzTIYKC0NFRai5GQUHY2yslCnTsjBATk7E74yBa1HXR2SlkbSkv1nVkoK7d+Pli5FkZEoKwt164bs7ckeMLHt349MTNDGjf99hqWkkIsL+ucfwgn5AAAAAACgJcAAvo3p1KlTs3W6Ctd0u3Zo8mS0Zg0KDUXTpqGGhv8O+vmhFSv4H4TU19eTr9L/SWkpGjMGvXnTTDVql8EjhKSlkYMDcnCgrEENDXTmDJoxgzt9wNKlaOZMYRpksVBICPr7b1Twcy7CuDh0+TI6ehTdvYvU1YUPGIhPUxMKDkZ79qAvX5C0NOrbF/n7IxsbicZgaso9zYSclBRydUXLlqGMDFRRgUxMYPt3AAAAAIBWCKbQtzEODg7kO8khhCqEa/r2bXTkCFqwAAUG/jd6RwiVlCB3d7RsWbNnNzQ07N6929jYWElJSUNDY8KECe/e8bGlnbd386P3Dh3aRiYt9o5xy5YhS0vUtStycED376Njx4R8Ve7nh5Ys4R69Y54/R3/+KUqwQFyYTOToiJYv/29Ht/p69OIFGjsWbdvW0pHxQUoKGRmhfv3a0OidwWCkpKS8f/++AftXCwAAAADg1wUD+DamY8eOe/bsoZGOCR8L0e7ChWjoUHTiBEpMxCkNCUEvX5KcXVtbO3LkyHXr1qWlpTU1NZWVlUVERPTr1+/ixYtknTY2Eq5757RyJcXT+MVHXx8dPYpev0YZGej2bTRunJDtfP+OAgKaqXPhAiovF7J9YmlpaTNnzuzUqZOSktKAAQNOnDjBpHz6A0IIobq6um3btg0fPrxTp06jR4/ev39/Y2OjODqStLAw7lyMbL6+KCVF4tH8yhoaGnbt2qWpqdmzZ8/evXurqqquX7++srKypeMCAAAAABCjNjIuAhyWL1/+7NmzESNGKCoq0ul0IyOjiT/nnNuNUBH/zWlro0OH0IkTCCHOgQd3pnvcMcn/27Nnz4sXL7gONjU1rVixgmzRfl4eqqpqJry5c9FffzVT59cTFYWaHc02NqLUVGq7vXXrlpmZ2aVLl7Kzs2tqahISEpYuXTp+/HjK323m5OSYm5tv2LAhJiYmOzv70aNHq1evHjBgQHFxMbUdtYDLl/GPMxjo2jXJhvKLmzt3rpeXV0XFf1OO6uvrd+7cOW7cuF/kSRAAAAAAAB4YwLdJVlZWjx8/rqysrKqqSk1NvXHjxuzZs7HSHwiNRohzX/ImhF4hVMfVysSJKCMD5ecjV9f/clbn59ci5I+QIUKKCLVDyBGhz+zKeXkk8Vy6dAn3eFlZWWRkJOFpiopkFzl5Mnr8GJ05I+kcYK1BEX9PYGRkKOyzoqJi8eLFvGP1f//9NygoiMKOEELLli1LT0/nOvju3bs1a9ZQ21EL+PZNmCIgoOjo6Mt4z0ri4uJCQ0MlHg4AAAAAgITAAL4No9Pp7PXw0tLSJiYmMhzDuQ8IWSM0AKGFCDkhZIjQQIR6IrQUoV1YJQ8P1PWnhHflWlqDEfJFKAMhJkKlCN1CqDdCdxFCurokkWRlZREVZWZmEp6mqYl69cIvUlBAYWEUJIcXQVNT05UrV7y9vdesWRMSElLNlZ1OrEjv9n9UVAjvnlAiIyOJXoCHhYVR2FFeXt69e/dwiy5dulRTU0NhXy1AQ0OYIgKNjY3h4eE7duw4evRoIu7ylt9VeHg4UdFd0ulCAAAAAABtmhjfbTY0NGRkZDQ1NfFZ39jYWIbSN4q/j4ULF/K+dGIhlIBQAseRLIROIKSE0DqEkKws6teP65StCL3nabwRoSUIfbW1Jclqpaamhk1k5aJOnind3x85OeEc9/Jq2f2rPn36NHv2bM48fH5+fvv375eRkfn69WvXrl2HDh2qIfh4jF/jxiElJe6E9lxWr0b8Z/vnw9evX4mKMjIyKOwoPT2dxWLhFtXX12dmZpqYmFDYnaTZ2KCnT/GLxo4VqKVnz565uLgkJydjR6ZOnXr06FEtLS1RAvw1FBDld0QoPz9fkpEAAAAAAEiSWAbwUVFR3t7eHz58EGjpbG5urk6bSDbemtTX1798+VKgKaN92P9xd0dqalxFlwiSbOUj9Ki83J64zTFjxuDGQKPRRo8eTRbNtGno5Enk5YWwd7/y8mjdOrRpE9lZYlZTU2Nvb881rSA7O3vq1KnYyLNdu3Zbt25dvny5WCLQ0kK7diFXV/xSOh0tX458fantU0VFRYgiIcjLy5OUKpIvrGj93N1RSAjinXgyYQIi/1342ZcvX+zs7Kp+ThJx7dq1goKCJ0+ekKex/B2Q/M+iY8eOkowEAAAAAECSqJ9Cv3fvXltb28TEREETXykpKVEezK+KwWAcOnSoZ8+eioqKIwScZz6eTkfu7uwk569evVq8ePGQIUNsbW19fX2zc3KIziKZJI8Q8vHxUeN5HIAQWrp0qbGxcTMBLVqE0tLQlSsoIACdO4dSU5G/P59p59PS0pYtWzZw4MCBAwcuXbo0laKkbpcuXcK9Xs73xiUlJStWrAgODqakRxwrVqD791Hv3v/9VUEBWVmh+fNRQAB68wYdOvRf2gLqDB8+nKho1KhRFHZkbm6uqqqKW6Svr9+5c2cK+2oBamro8WM0adL/jsjIIA8PRJAngsju3bur8FI8xsTEPHz4UMQYfwGTOO/wzyZPnizJSAAAAAAAJIpFqczMTDmOab10Ol1TU1OLP42NjdQGIzHY92lXV1cJdNfQ0GBjYyP0T7yrvn59fT2LxfLy8qLzvT3b+fPnyaN6/fr1oEGDsPpycnI+Pj4NDQ3iuw8nTpyQ+3kOuays7NGjR0VvecWKFXzeFh0dnaamJtF7JFNezsrIYIm7FxaLxWI5OzvzXqOSklJycjK1HW0j2BRdVlb2zz//LC0tpba7lvHlC+v6ddb9+6z8fCHONjc3J/rU+fr6Uh1rmzR//nzemzNixAgGg9HSoQEAAAAAiAvFU+h37txZX1+PEDIzM9u3b9+QIUPa/ITY1ufEiRNRUVFCn/41J4edwX7nzp18niItLT1y5EjyOubm5ra2tm/fvmV/AOrr669evTpmzJhmTxROcnKyq6sr135RDQ0Nbm5u1tbWpqamojTO/zZUeXl5KSkpvShNJsdNVRURvK/GlZmZ+ejRo2/fvnXv3t3GxqZDhw78n3vixAktLa1Dhw4xGAz2EXNz86NHj/bo0UOwmJvj7e2dmZkZHBzMtcl8Q0PD/v37IyMj4+Limsme0Pp164a6dRP6bJJkfm0+zx9FgoOD+/fv7+/vX1hYiBBSUVHx9PT08vKSonpyCgAAAABA60HxAP7NmzcIIX19/RcvXii3aBKyXxjRnm38S0lJEShRs6enp25zedHXrl27f/9+ziPJycnjx49//vx5P55seaI7ffo07jCbwWCcOnVq9+7dojQu0Pi/srJSlL4oxGQyN27cGBgYyH6GghBSVVXdsmWLu7s7ny0oKCjs27fPw8MjPj6+uLjY1NR0yJAh0mLYxi8sLOzkyZNco3dMSkrK9u3bt2/fTnm/La60tDQoKOjt27cNDQ0WFhaurq56enq4NY2MjL58+YJbRPnzlDZKWlrazc3Nzc0tKyursbGxW7du/E8pAgAAAABoq6h9oa+pqYkQOnDgALXNtnISnkLfpUsXEX/owcHB+vr6fFbu2bNns7PEc3JyiN56TZw4URw3wdHRkShge3t7ERvPy8sjWqTNhU6nFxYWUnJFottEkPnv1KlTLR3aTwoKCprNimdsbEzeSEZGxpUrV06fPp2QkMBkMiUTuYju37/PlUBeWVn57NmzuJUvXryIe2fU1dWLiookHDkAAAAAAGglKH5fwX71Z2FhQW2zgJPoKcGHDh3K/2tVOp3e7HutmJgYov0CHz16JFhw/JGVlSUqkhN5c7UOHTqcP38eNy0fFzs7u1ayp1dNTQ3RvIPNmzdLOBhy4eHhzU5b+PHjB1FReXn50qVLu3fv7uTkNH/+/P79+48YMeLTp09Uh0mx/Px8JyenoqIizoNVVVULFy5MSkrirT99+vQlS5ZwHZSXlz916hT7OSkAAAAAAPgNUTyAZ7/XrSbfvxqIRsTtx2fOnNmjR4+SkhI+6/OzFJloE3iEUE1NDbagmkKDBw8Wooh/EyZMSElJWb9+/ZgxY6ytrefOncu7iMDAwODQoUOi90WJt2/fEi2NzszM/P79u4TjIUGy4TxGW1ubqMjJyenEiROc0+9jYmJGjhwp3O7fFRUVkrk5YWFhuL8mDAbj2LFjvMdpNNqJEyciIiLs7OwMDAxMTEwWLVr06dMnkrknAAAAAADgl0fxAJ69pVlcXBy1zQJOQi+6ptFoM2fODA4O9vX1JRlyc2lmI3eEEEJdu3YlKurUqZM4FlEvWrQId1m+tra2i4sLJV106NBh+/btUVFRMTExZ86cSUlJ8fb2NjU1VVRUNDMz8/b2TkpKaj17ntXV1ZGU1tbWSiySZvEztcHe3h73+MOHD//991/e44WFhYGBgQKFcfPmTVNTUzU1NX19fQ0NjQ0bNoj1yeOHDx+Iit6/f09UZGdnFxER8e3bt6SkpJMnT5L8ogEAAAAAgN8BxQN4V1dXOp1+5swZrpmigEJpaWlERbq6ujQajaiUxWJdvHjR1NQ0KCiIz7709PRWr17dbLXhw4cbGBjgFs2ePZvPvgSipqZ27949rsUaZmZmkZGRIs5QIKKiohIQEPDx48fq6uoPHz4EBASIvpaBQkZGRkRFSkpKRD+dFtHsrvIdO3bcsGEDbtHjx4+JziIp4vXPP/9MmTIFm3hfVla2bdu2YcOGiS/BO8k6FEi9BgAAAAAA+ETxF0cLC4uAgICsrCwnJ6dW9dLvl1FVVUXyntDGxqZ3797kLWRlZZWWlvLTl42NzaNHj3AX3D548GDLli1r1649depUZWWlnJxcaGiogoICV7WBAwcuXbo0MjIyNDT05cuX1M6l7927d2Ji4vXr1zdu3Ojj43Pt2rU3b95YWlpS2AWmurq6lS8MMTAwGDt2LG7R7NmzRc8LQCFLS8tZs2YRlU6dOjU2NlZHRwe3lGT6SXl5OZ8BfP361d/fn/f4mzdvuHZSoFDfvn2JisSxTQMAAAAAAPg1iSMznr+/P51O19HROXDgQGVlpTi6aFUkmYWefPs3Csdp7u7uWKcNDQ3Yn3NycrjeoOro6Ny8eZPFYmVkZMyePVtfX19WVtbCwmLnzp2+vr6KiopYTVNT06dPn4r7FlGIyWSGhoYaGxvTaDQ6nd6jR48zZ8602pznmZmZ3Xg2Hu/Xr19paWlLh8atpqbG09NTRkYGi7N3796nTp0qLi4mP3Hfvn1En1g7Ozs+ez948CBRIwMGDBD54vCVlpZ26NCBt0cFBYWMjAwxdQoAAAAAAH4xNBaL1exYjn9bt25l/+Hx48dRUVHsP+vq6hoaGjabC+3OnTsURiJJ0dHRY8aMQQi5urqKO6vZypUrDx8+LNYu2Hx9fefOnbtp06aHDx8WFBR07dp1xowZf/311+jRoxMSErgqy8jIxMfH9+nTh/Ogp6fnnj17uGrKy8vHxsaK6T055ebNm3f27FmugwsXLgwJCWmReJpVW1sbGBgYGRmZlZVlbGw8ZcqU5cuXiyMHASV+/PiRkJBQXl5uampqaWlJsvoDk52dbWxsjLvg/+zZs3PmzOGn37///jsgIAC3SE9PLycnh59GhBAfHz9r1qyMjAzsSIcOHUJCQogW/AMAAAAAAMCF4gE8P1/BiVAbiSRJcgDv6Oh469YtsXaBodPpnLm+EUJ6enpEKbudnZ3DwsKwv/748aNz5864c+YdHBxu375NbajicOnSpZkzZ+IWRUVFsX/irVxJScnbt29LSkp69eplYmIiyq9n63H8+PEVK1ZwfTKnT59+4cIFPheT79mzx9PTE7fIxMQEd1M3qtTV1Z09ezYxMZHBYPTu3XvevHn8pPQDAAAAAACADZIntTGSzA7INUZCCJFsuPXy5UvOv8bExBCteI+OjhY9NrFqbGzcuHGjs7MzUYWrV69KMh4hMBiMf/75x8DAYMyYMU5OTmZmZsOGDSPJdt6GLF26ND4+fsKECVpaWoqKigMHDjx37tzFixf5TwU3fvx4omcZubm5Yk3eIS8v7+LicvTo0eDg4FWrVsHoHQAAAAAACITiubXBwcHUNgg4JScnt9ot+hoaGjj/SpJRrKamprGxkXP9c2uzatUq3K25MdnZ2RILRjju7u5HjhzhPPL8+fMRI0YkJiay18m/fv163759Hz9+lJeX79+///r16/X09FooWIH169ePPBkEORMTk2HDhj19+pS3qLS0NDQ0dMWKFSJEBwAAAAAAgLhQPIBfvHgxtQ0CTrt27WpqamrpKPCZmppy/pVkw2oDA4PWPHrPyMg4ceIEeR3czPytR3p6Ou4DiLKysi1btpw6dcrf33/z5s3YDIsXL16EhISEhYU5OjpKNtIWg5tPji0mJgYG8AAAAAAAoHWCKfRtyb179/ivbGRkZGFhMWvWrFu3bhkaGoovKjYXFxfOvw4fPpzoja6YdoanypMnT3jXDnCxtbWVTDDCiY6OJrqEqKioR48e+fr6clWorq6eN29efn6+RAJseSSbAlZVVUkyEgAAAAAAAPgHA/i2pKSkhP/KEyZMiI+P//vvv4cMGcK7Q7vQLCws2rVrx3mERqOtW7duypQpnAfl5ORCQkJ4t7Xr27fv33//TVUw4tDsduJDhgyZMWOGZIIRTllZGVFRaWnpyZMncYsqKysvXrwotqBal+7duxMVGRkZSTISAAAAAAAA+CfRAXyzLzYBOYHmz9+4cUNZWdnc3FxbWzs9PZ2SAGRkZA4dOpSamrp+/fpRo0ZZWlrOnTs3NjZ2586dvJXHjRv38ePH6dOna2trS0tL9+zZMyAgIDY2VkVFhZJgMEwm8/bt276+vuvXrz937pyISchIJv8jhFxdXSMiIqSkpETpQtw6depEVNSlS5fk5GSi0s+fP4snolZnzpw5uHns6HQ6n3vRAQAAAAAAIHli3CCaxWLdv38/PDw8Li4uMzOzrKysqalJXV1dX1/fysrKzs7OwcGB/8TRACGkra3948cPPitnZWVhf8bdN1sIS5Yssba2Rght376dn/rdu3e/dOkSQqipqQkb9D5//vz+/fvfvn3r3r375MmTzc3NRQkpLS3N2dn51atX2JGuXbuGhISMHDlSuAZtbGy0tbULCgp4i9avX8/nhbcsW1tbNTU13KkEM2bMiIyMJDpRXl5enHG1IgMGDPDz8/Pz8+PcvZJGo23ZssXS0rIFAwPiwGQyT58+HRoampKSoqWlNWzYMF9fXx0dnZaOCwAAAABAcCzxiIiIIJmkytatW7eIiAgxBSBJDx8+ZF+Rq6urWDtauHCh+D8RSFVVlajIzs5OlPhra2tnzZrF2aCUlJSHh0dTU5PQDeJ+zJSVlTMzM4WO8/bt27KyslxtDhkypLq6Wug2JezcuXO8T8cGDBhQXV3t4eFB9PO9cOFCSwcuUTExMfb29h07dtTT05s4cWJsbGxLR/R7YTAY58+fX7169aJFiwIDAwsKCsTRS21t7dixY3n/lXv69Kk4ugMAAAAAECuxDOB9fX2JRgi8/P39xRGDJElsAM+1MZiIeOeBy8rKHjt2bP78+USnDBw4UJT4iZJ779y5U7gGz5w5QxTqmjVrRAk1OTl56tSp7du3l5GRMTU13bNnT0NDgygNSl5CQsLYsWOVlZVpNFq3bt0CAgLq6upYLFZmZqaysjLvHTMxMamvr2/pqMHvIjU1tU+fPpyfQHV19bNnz1Le0datW3H/iejcuTP7NwIAAAAAoA2hfgp9cHDw5s2bsb/26NFj0qRJnTt37tKli4yMzNevXzMyMsLDw5OSktgVNm3a1KlTJ5JBI6CcoaGHIXvBAAAgAElEQVShnJzcp0+fsCOKioqamprl5eVubm7q6upEJxoYGAjdaVlZWXBwMG5RYGCgp6enEOsp4uPjiYpevnwpaGucevTocfXqVfTz5P+2pV+/fg8ePGCxWLW1tYqKitjxzp07h4eHL1q06MuXL9hBa2vrM2fO8M47AEAcGhsbJ0+ezJVzoaysbMGCBUZGRoMGDaKwL6LHfFlZWU+ePBk3bhyFfQEAAAAAiBvFA/jS0lIvLy/2n7t27RoQEODk5MQ7MAsICLh8+bK3tzd7nbanp6ejo6Oamhq1wfx6unTpQkk7nCM3tpqampqaGvafCwsLiU50cnISutP37983NjbiFuXn5+fk5JCkXiPS0NAgRJFA2ujoHUOj0ThH72zDhw9PSkq6efPmu3fvlJSU+vfvP27cONykbm1IXV3dkSNHXrx4UVxc3KtXryVLlnC94AWtx71793AzJjY1Ne3du5fC3RBYLBbvP3eYtLQ04QbwZWVlnz9/VldXNzIykpYWYyqZ31x+fn5BQYGRkdHvk55DdNnZ2VVVVd27d5eRkWnpWAAAAIgFxTnkTp8+XVpaihDS09N79uzZjBkzcF+r0un0mTNnPnv2jJ1GqLi4mGQuNMCMGDFCV1e3pXqfNGnS9OnThT6dPIV+cHCwEPtv9+rVi6jI1NRU0NZ+K3JycjNmzNi2bduGDRtsbW1bcPT+8ePHkJCQgwcPRkdHC7TPAqekpCQTE5M1a9ZcuXIlOjr60KFD/fv39/Hx4axTWFgYFRV148aNtLQ0KgIHwktMTBSiSAg0Go1kE00lJSVBG/z+/fvs2bPbtWtnZWVlYmKiq6t77Ngx2GCFcnfv3u3Ro4eOjo6FhYWysrKzs/P3799bOqhWjcVihYaG6unpderUycTERFlZ2d3dnf19DAAAwK+G2hn5WK6g06dP81M/JCSEXX/8+PHURiJJElsDz2KxIiIiJDbPmUajsZ+/dOnSJSgoqLGxUZTI8/LyyCfJ6+npPX78WKA2c3NzcTelo9Foz549EyVaiXnz5o2Hh4e9vf38+fODg4NFvMltS1FR0cyZMzmfHfTp0+fVq1eCttPQ0NCjRw/cD9Xly5dZLFZNTc369es5f3HGjx+flpYmhmv6n8bGxrKyMrF20XZt2LCB6N+Bbt26UduXvb090b9v6enpAjVVWFiIO1Fo3bp11Mb8mzt8+DDvTdbV1c3Ozm7p0FqvdevW8d40U1PTysrKlg4NAAAAxSgewLPXSEtJSfH5/4zKykr2FOVOnTpRG4kkSXIAz2KxkpOTJfYePigoqLS0lKrIm52Br6CgkJOTI1Cbt27d4hrDS0tLC5EVr7Cw8PPnzxLOVLd+/XquKfrm5uai5M9vQ5hM5vDhw3k/A+rq6t++fROoKZKN8UaOHMlisaZNm8ZbpKurm5+fL45Le/78+bBhw9jPCzp27Ojn51dTUyOOjtoukknyjo6O1PYVFxeHO5d4wYIFgjbl6emJG7OUlJSgzwIAkdLSUtwsmwihRYsWtXR0rVRycjLR8/EtW7a0dHQAAAAoRvEAXk5ODiHUoUMH/k/p2LEjQkheXp7aSCRJwgN4FovVv39/oq+/1Fq9ejWFYRcXF1tZWZH3qKmpmZGRIVCz379/9/DwGD58eP/+/ZcsWfLhwweBTr9x44axsTG7d1lZ2WXLlhUWFgrUgnBCQ0Nx78DAgQOZTKbo7Tc2NiYnJ+fm5orelDjcv3+f6DPg7u4uUFN//PEHycfpxYsXRKVeXl6UX9fJkyd51yNYWlr+Su/B0tLS5s2b16tXr86dO9vb27NzJQqkurqaKCOmEK016+7du5xvzqWlpVeuXFlbWytoOyYmJkSfpUOHDlEe9u/p+vXrRDe5ffv2LR1dKxUYGEh000TcOwYAAEArRPEAnr2FuLq6Ov+ntGvXTtBTWhsJD+C3bNlC9L9qylE+wmEymWfPnmU/tSFibW1Nbackdu/ezRuAoaFhcXGxuLsmeQrz4sULUVouKSlxd3dnP01DCHXp0uXChQuUPBSgENcCdU6Wlpb8t/Po0SOSBfza2tokvy99+/al9qKKioqIXh76+vpS25e4ZWZmbtiwwdHR0dnZ+cCBA9gkgvPnz2MfLYwQ//TFx8fr6elxNiIjI7N9+3aqr+M/1dXVd+7c2bVr1+nTp4VePdG+fXuiz1Kb+/m2WuS7pf5Wi4z4hyUP5mVgYNDS0QEAAKAYxelztbW1KyoqysrKvnz5Ymho2Gz9zMzMkpIShFCHDh2ojeRXdePGjU2bNkmsO2r3c0II0Wi0OXPmnD179sePH0R1nj179vnzZ5IEdVTJy8vDHUZ++fJl27ZtuGN7qrBYrA8fPhCVvn//fvDgwSSnf/z48d27d1JSUn369OnZsydnUWVlpbW1NecegZmZmbNmzfr8+TPn/o4trrq6mqhIoHSG+/fvZ7FYRKX9+/cvKysjKqU8w1NkZCRR8FevXvXz86O2O/E5cuSIp6dnbW0t+6/nzp0LDAy8evWqvr7+0qVL6+vrueofPnx47Nixjo6O/HcxYMCAlJSUoKCg+Pj48vJyMzOz5cuXc32YKaSoqDhx4sSJEyeK0kjHjh2JNungehgBhKatrU1U1L59e8j5j4vkG1QLJr4FAAAgJhRnoccmSB88eJCf+li1oUOHUhvJLykpKWnmzJkkwxVqmZmZOTg4iKPl3r17k1fgHH+Kz4MHD+rq6nCLbt++LdauaTQayXtjkqJv3745ODiYm5vPmTNn1qxZvXr1cnJyys3NxSrs2bMH9+5t27bt69evIoZNoe7duxMVGRkZ8d/O27dviYpoNJqnpyfJ9oRU7cuIyc7OJir69u0btX2Jz/Pnz9kzzDkPZmVlTZky5fz580RPKIiWhJBQUlJav379tWvXoqKi9u3bJ77RO1UmT56Me1xOTo4oVR4Q1KhRo4imsYjp/0e/AHt7e6I18CI+tAIAANAKUTyAxxajBgUFXbp0ibzytWvXDhw4wP6zQK9uflt+fn5UbW/erKFDh965c0dMG8kuW7aMdxYuJ/JSquTl5REVkUwQoIqlpSVRUb9+/XCP19TUjBkz5u7du5wHr169amtri30wiB49MBiM8PBwPmPLysraunXrnDlzVq1adfHiRXHskvXHH38QfU2fN28e/+2QxDZx4sTRo0c7OjoSfZyIxmNE6uvr09PTSX4HNTQ0iIo0NTUF6qsFsZdz8x7Pycl58OAB0VmpqaniDKpVWLt2Le7+lP7+/vAGnioaGho7duzgPa6rq9uq5hC1Kj179lyzZg3vcRMTEw8PD8nHAwAAQLyonZHPZDI5xx4TJ06Mj4/nrZaYmMj51XnAgAGtbYGuQCS2Bp5keCA6eXn5U6dOrV271tfXNzw8XNw/kWvXrnElYMdISUnl5eWJtXc2bBdDXoaGhuLu/cqVK7hdjxgxgugU7IEXr1OnTrHrkOQX+Pvvv/kJbN++fVxbZ/fr108cufHPnTvH+4Ro4cKFAn32SF7K3bx5k11n//79uJMa5OTkvL29q6qqmu0lKSnJ1taWPX1XWlrawcEhNTWVt1p6ejrRe7ClS5fitpyZmfnhw4f6+nr+L1ncSFK1kayp6d+/f0sHLgllZWUeHh6Kiorsq+7Vqxf2MQMUunnzJjZJh06nz5gxQ9DNKX43TCYzODhYR0eHfdNkZGRcXV0lkMwFAACA5FE8gGexWElJSVzjTD09vaFDh86ZM2fOnDnW1tb6+vqcpRoaGklJSZSHIUmSGcAzmUyiES8lxo4dK77gcRElK1q2bJlkAsjJyeHcG5yToInQhbNt2zaul8NWVlYkeeNJ0q3PmzePXadPnz5EddjLxclFRETgntu3b9+mpibKrvz/JScnz5o1q1u3bh06dLCxsbl9+7agLRC9EzYyMqqrq8OqPXnyxNraGnd0PXr0aPJLe/78OdcTDYSQsrJyYmIib2V3d3feLrS0tLKysjirMZnM06dPY09bpKWlly9fXlRUJOjliwPuS2a2qVOnEhV5eHi0dOCS09TU9OXLl5KSkpYO5BeXk5Pz5s2b6urqlg6kzWAymRkZGe/evWtVzwQBAABQi/oBPIvFevXqVdeuXYm+53Hq3Lkz7iv6tkVib+ApX7KLkZGR+fHjh1iDx7V3714lJSUsDDqdvnDhQiG2d+KSl5d36NAhNzc3Pz+/qKgokpq4Kcp1dHQktqtzamqqn5/frFmz3N3dr169Sv7yeezYsUQ/QWz3bKLs7lJSUvwk3x49ejRRF9HR0dRcM9UCAwO5noN0796ddzfBsLAwoku7cuUKSftEz0SsrKx4KzMYjB07dqioqGDVxowZ8+nTJ65qf/31F2+DxsbGZWVlIt4N0c2ZM4foRp0/fx43vaKamlp2dnZLBw4AAAAA8OsTywCexWKVl5f7+PiQbLqjpaX1999/l5eXiykASZLYAH79+vVE95No4i4/2rVrFxsby2KxWmQhQ3Z29tGjRz08PHbv3v3mzRvRGwwODlZTU+O8QFtbW5Kt3Ym2tRs3btzHjx9Fj4dCS5cuJfohenp6suuUlpbi5odbv349P13Iy8sTdbF7925xXpxI0tLSvL29J02aNHfu3MOHD3O+e8c4OzsTXdrChQuJWibJ/Eej0YjWelRUVDx79uz27du4T4LS09OJZtP4+PgIfROEExkZuWDBAisrKycnpyNHjjQ2NsbHx+OG17Vr19ra2ry8PK6UJWZmZi9fvpRw2AAAAAAAvydxDeDZ6uvrnz17tmvXrlWrVs2ZM8fZ2dnNzW3nzp0xMTG437DbKIkN4CsqKkgmSAtnypQphYWFGzduNDIykpKSMjAwWLBgQU5OjlgvRHwePHiAu9rZxsaG5Cwmk3ny5EnehyBKSkq406RbyuPHj3F/iDQaLSEhAauWn5+/aNEi7HK0tbVPnDjBz9MZ8m3VAgICxHlx+PE8efIkIiKCa/65cGxtbYkubeLEiURnPX/+nOSevH79WohISDbp6N27twiXyBfsk9DQ0DBz5kyuAMzMzLKzs0NDQzknESCEjI2N379/jzXy6tWrw4cP79ixIzIyErbmBgAAAACQGPEO4H8TEhvAs1is2tpaf39/LIWS6JYvX25sbMx1UEVFpY2+UrOxsSG60levXhGd1dTURLQ8Yfjw4ZKMv1m4KYU3bdrEW7OqqurVq1fp6en8r11/8eIFyUclODgYq9nQ0HDw4MFJkyZZWlo6OTldvHiRmsv7f7W1tRs2bOCcDjBlyhTcRHr19fXv379/8uRJfn4+eZsLFy4k+S0gOos8ubpwj7qIljkghDp06CBEg/zIyMiYNWtWx44dpaWle/bsuXXrVqJ96UeNGsVisX78+LF169aZM2e6uLicOHECltQCAAAAALQGMICngCQH8CwWq6qqip0NmxL9+/fHPd6rV6+2uDWAuro60ZV6enreuXPny5cvvGe9e/eO6CwajdbaUlWFh4cPGzZMVVVVXV199OjRDx8+FLHBpqamhISEs2fPkmS5RwhhC7m/f/9uZmbGVTpu3DgKc005OTnxBtCpUyfOpMpMJvPo0aNaWlpYBUdHx4yMDKI2iTbYQwjdv3+fJBiifemFfltO8ga+T58+wrVJ7uHDh7x5+Eg2ifz8+bM4wgAAAAAAACISaQCf8/9I8mb/DiQ8gE9PTyf62i0oGo1G8ixAuOnBLYszJR6RcePGpaSkcJ5Fsrs1Qig5ObmlLkcCEhISiB7icFJTU8NmStvZ2eHWWbNmDSUhkcxa37hxI1YNNw+cjo7O9+/fiVrGTaI+e/Zs8nju3bvHuyZcRkbm0aNHwl1geno60e8d7mQKETU0NHTq1InwR4uHPKsfAAAAAABoKSK9yMU2hNPX18/OzkYIkezJ3Kw7d+6IEszvQ1NTk0ajsVgs0ZtisVgMBoOo9OvXr5aWlqL3IkkmJiavXr0ir/PgwYNhw4a9efMGy12H7Z3Li06nd+jQQfTASkpKNm/eHB4e/u3bty5dujg6Om7YsIEr2Z6YNDU1BQcHX7p0KTU1tWPHjjY2Nt7e3qqqqgih1NTUUaNGVVZWNtuIp6cne8yZnZ0dGRmJWyckJGTHjh2iTw/5999/iYoePHjg7++PEPr27duuXbt4K+Tl5f3zzz+HDx/GPf3ixYtHjhwJCAjIzc1FCOnp6fn4+Li4uJDHM378+KioKHd39w8fPrCP9O3b98CBA0OHDuXzirgYGhquX79+69atXMd79Ojh6ekpXJskYmNjv337JtApJC/nAQAAAABASxJl9I81oq+vz3VEwpG0LAm/gWexWLg7OVGOfAM2EX39+vXcuXOBgYF37typqqqiqtmTJ0/yeXVubm7YWUwmk2jjwxEjRogeVUpKCu9TAH19fdxF3dSqrKzkHWfq6uomJSWxSDcMw9Dp9BUrVjAYDHaD9+/fJ6lMyRX9+eefRO0bGRmx65D8oLt06dJsF3l5eQUFBYIG9vXr18ePH1OSUY+9D7yenh47ZhkZGfHtA3/q1Klmf8qcaDRa201jCQAAAADwa6NsKTWQJFtb27i4OLF2oaSkNGjQIHG03NjYuGHDhv379zc0NLCP6OnpHThw4I8//hC9cXt7ez6nJ3BOm6fRaIcOHXJwcGhqauKso6SktHfvXtGjWr58eX5+PtfBnJycVatWkSzMpoSvry/vjPTc3Nx58+YlJCQ8evSI6ER7e3tNTU1DQ0MHB4e+fftix8nfzcrKyooYMELIwMCAqAibCl5UVERUh6QII9ysii5duhAlOxQUjUabN2/evHnzsrKyKioqevToQcmtwyXoRA9nZ2fsyQIAAAAAAGhVRBrAW1tbs/+A7fceHBwsakSAVF1dnaOjI/lbUEps3LhRWVlZHC17enpyJfH6/v379OnTHzx4MHr0aBEbZ+/czk/NkpISzr/a2dk9ffp09erV2Az8sWPH7t2719TUVMSQfvz4QbT9W0RERFlZGUniPX6UlZXFxsZmZGR06dLFysqqXbt2WBGLxTpz5gzuWYmJie/fvy8vLydqduTIkevWreM9bmlpKSMj09jYyFvUuXNnXV1dwa+Am6Oj419//YXbxbRp09h/wJY/8OJMa9f6de7cWdxdWFtbE/3Iunfvnp2dXV9fjx35448/jhw5Iu6Qfnk1NTUfPnzIysoyNDQ0NzcX39MZAAAAAPx2WngGwC9BklPo+/XrJ+6PhJqa2t69e8WUgj43N5c3HxjbsGHDRG8/KiqKz8vs27cvbgtFRUWvX78uLy8XPRg28o3E3759K0rjJ0+e5ByvamhoHDp0CCslfxd95coVkscTJGnMiKa4Hz16lMViVVRUpKWlibg3eEBAAG/7UlJSioqKQ4YMuXv3bkFBAdFminJycpBEnQtuwj85Obn4+Pi0tLQdO3YsWbJk06ZNQqflA5zCwsI4n2QZGRndu3evpYMik56ePn/+fBMTk86dO0+YMOHff/9t6YgAAAAAQAgG8BSQ2ABe0LWsQnB1dRXrrmnXrl0j6lpKSopo1MdgMMLCwlauXDl37tyAgACSNOMFBQVEDwi4bN++XWxX+RMs8xkukm3PmkX0dv3w4cPsCtXV1TQajajr8PDwf/75B7eoXbt2JI8w6uvrXVxc6HQ6Vl9eXt7f3//x48fYAyZZWdkFCxaIsj/F/fv3+/fvTzRjf82aNdu3bye6tOnTpwvd7y+pqalp69atnHs09OzZMzo6ml3a0NDAnmwiIyPTvn37KVOmwBMQoeFmZ5CSkoqMjGzp0PBdvHhRTk6OK+CVK1e2dFwAAAAAwAcDeApIZgDPZDI5Z0eLg5aWFuc+2+JANOZkq6ys5D0lNTXVwsKCs5qysvLx48d5a+bm5i5YsICf2aqDBg2qqalhsViNjY2fPn2Ki4urqKgQ0yUzGAyiFdft27cXOusbk8kk2husffv22KMQon0EZGRkioqKampqhgwZwlUkLS199erVZgN48+bNzp07V61adeDAgYyMjLCwMN6HBR07dszOzhbuAtmwXy5efn5+REXq6uqidPqrKiwsvHfvXkhISGxsbENDA4vFKi4uTklJsbKy4v143Lhxo6XjbXsaGxuxBWVcevfu3dLR4cjNzSVaKgUfAAAAAKB1apkBfG1trZjyLbcIyQzgU1JSiIYrlOjYsePTp0/FFz9bbGwsSQC89RsaGkxMTHgr02i0J0+ecNZMS0sj+urMhU6nR0VFMRiMoKAg7JkInU5ftGhRXl6eOK6aJDeEnJyct7c3luOdfxkZGSTX+O7dO3a1W7du4b6E9/T0ZFdoaGjYvXt3165d6XS6nJyciYmJEF/cq6qqiJ4uLViwQNDWOC1dupToGrEcHLxoNJoQt/T3wWQyz507161bN5KPkKampvieav2qEhISSG5pfn5+SwfILSgoiCjayZMnt3R0AAAAAMBBJ/qft+hKSkpevHjBdTAqKsrc3FxZWVlLS0tbW9vLy6u6ulp8MfxKCgoKKG9TUVHRzs5u9uzZe/bsSUlJGTZsGOVdcBk4cGDPnj1xi+bNm8d78MGDB58+feI9zmKx9u3bx3nEw8OjsLCQnxiYTGZgYODq1avd3NywVHZMJjMkJMTa2pokr5vQFi9efOLECU1NTd6i+vr67du34y5RJldVVUVSim3tPmnSpNDQUM6uZWRkPD09sfnnUlJSeXl52dnZTCazvr7+06dP06ZNc3d350rITy4mJoYrKSDm5s2b/LfDpaio6Pz580SlL1++JCrS09PjcyXF78nLy8vZ2Zn8GVBxcfG8efNGjRrVp08fZ2fnZ8+eSSy8tqusrIyktLS0VGKR8CktLY2oKDU1VZKRAAAAAIBf4ngqcPPmTfYgjWtD5uvXr/O+DDQ3NxfromsJaENv4LH7LyUlNXXq1K9fv4ovYCKvXr3S0NDgCszKyoq9G/y7d+9CQkKOHj0aGxvLZDK3bNlCdC2dO3fG2qysrJSWFmBLBRUVFaLF4Zs2bRLThZeVlXXv3h23U1lZWUEXL5SVlRFdMo1G41p8XlxcfPny5S1btoSEhHz58oWzaOvWrbiN+Pj48B9MSEgIyd2urq4W6NIwLi4upD9GQmvWrBGux69fv378+LG+vl6409uEDx8+cOYv4BONRnN3dxdTbstfBsmgV0ZGBneJUMvy9vYmCrhfv34tHR0AAAAAcFA/gD99+jQ2NOIcwFdVVenr6+N+UVi0aBHlYUiSZAbwT58+FfQ7Ny9ZWdkfP368f/+evQK8pRQUFLi5uZmammpqalpZWR0+fJjBYOTm5k6ZMoUzWmtrazc3N6JrMTAwwBokeY+Ei2Qz8/79+4vpqslTykVERAjUWnFxMdFm3WPHjuWzkcbGRhUVFdxGlJSUamtr+Wznzp07RNelrKws3KivqalJVVWV+GdIqFevXoI+E2QymSdPntTR0WG3ICMjw56dIUTYrR/RIxt+XLx4saXDb+2Isk60zhnpJL+5f/75Z0tHBwAAAAAcFA/gq6qqtLW1sW8A3bp1w4qw7GVqamphYWGJiYleXl7sI+xRJbWRSJJkBvDHjx8X+ms3p6ysLPEFKbTGxkbcL7687+oxEydOxE4vLi4mGRvzIsoqh35+LkAt8hn+Z8+eFai1MWPG4Lajra3N9Y6dRGBgIElIiYmJfLZTVlZGlAprxowZAl0XRrg1IwYGBkK851yzZg1vU6qqqj4+PsKlRfj69euff/45evRoGxsbLy8v0f99y83NpWpeAMlDsWaNGTOGkhh+YYmJibwPxXR1dVtkulOzmpqaBg8ezPuDVlNTa53/pwAAAAAAxQN4bGGtqqrq+fPnOafOTp06lV20d+9e7OCyZcvYBzdu3EhtJJIkmQF8aGio0F+7MXQ6vRVO42SxWBcvXiSKmSg7Gte2TAMGDOD/PkybNo2oaPDgwWK6xqamJvJ9BAYMGMBnHsGYmBiiRvgcMFdXV48bN478LsXFxfF/dQcPHuRtQUNDIy0tjf9GONXU1Agx03vEiBGCdvTp0yeSjtTU1AR97Xzy5EkFBQXORlRUVPhJ7M+rtLTU3d1dXV0dISQjIzN8+PCXL18K0Q6nzZs3C3pXMbiZJgGXb9++OTs7s3/ZdXR0XF1dW3PS1ry8vMmTJ3P+lE1NTQX63QcAAACAJFE8gJ8wYQL7G8CxY8c4jzc2NrJf0NHp9IKCAuz4u3fv2PUnTZpEbSSSJJkBfHJystBfuzEaGhqlpaXiC1JoK1euJIp58ODBXbt25TwiKyu7c+dOrhYeP36MOzGe923Y7Nmzk5OTiRaQ878/vBB5zlevXk3+A6LT6ZcuXWq2HUdHR6IWunbtyk8kq1atIo8ECZ40+/Lly5w7240fPz45OZmrTmNjY1hYmLu7+6JFiwIDAzn/NeDFu70ZG8kKCCFWv+/evZv8PsjIyHz69InP1j58+ID70VJQUBD0lWZBQQFvong+PyEk4uPjya+XJJ0En58uwMbO69EmxMfHHzp0aMeOHffu3cM2oQQAAABAK0TxAL5Xr17s73lcaauwzXUsLS05jzOZTPZ3cQsLC2ojkSTJDOBZLNagQYPIv3nzQ05Obv78+T4+Pv/++y+f/TY0NKSnpwudiowf8+fPJwp48ODBtbW1+/fvnzlzpp2d3bp161JSUnAbefz4sZmZGXZip06drl69WlJS4u3tbW1t3bNnzz/++OPu3bvsyps2beLty9LSstnLfPfu3cSJE9u1aycjI2NiYnLgwAH+v+9WVFQ0+0Ns3759XV0dSSPfv38nGcHq6Og0G0Z9fT3R0neMtLQ0nxfFYrFqamp27949ZcoUa2vrmTNnHj16tLCwkLfa58+fzc3NOXtRV1cPCwsjavbRo0e4g0kfHx/cLQPl5eWFeOG/bt068luBEHJ3d+ezNZJnNP7+/gIF5urqituOpqamiCPDhQsX8jbbtWvXY8eO3blz5+rVq0SXMGvWLPKW807qiaAAACAASURBVPPzN23a5Ojo6Ojo6Ofnh/sxAAAAAAAAQqN4AK+oqIgQ0tLS4jqOTa91c3PjKmJntlNVVaU2EkmSzAA+Li6Oa16u6Ozs7MiTn3/79m3GjBmysrIIITqdPnTo0Pj4eHFcnb+/P1GQc+fO5b8dBoPx6dOn27dvv3nzpqGhgbzypUuXsDecysrK69evb3bj6/Pnz/PuTzZixAjyITenxsbGgwcPWltbkyzaj46OJmnh2LFjJD/TkSNHNhsDPxtE2dnZ8XlFHz9+7NKlC+e5NBpt9erVXLnr6uvrjYyMeDuSkpJ69eoVUePh4eGc8y9UVVV3797NZDJjY2M53/YjhDQ1NW/evMlnzJyafQOPEBo+fDifrY0dO5aoEUHTAWBJ9XiFh4cLfqH/09DQsGvXLixHIJ1Od3FxwQbbTCZz6NChvJ3Kysq+fv2apNlr166xZ/tjNDQ0bt26JUqouPLz89+9e9eymTgBAAAAAFoExQN4XV1dhJCKigrX8enTp7O/z124cIGriL1DtYaGBrWRSJJkBvC9e/dudpghhAkTJhD1mJaWxrt1uZSU1J07dyi/utTUVKK3yg8ePKC8O05FRUXp6elNTU3N1iwuLlZTU8MNkndKPzmiXdPZSF5Ks1gsHx8fknNPnz7dbO/kG4AjhBQUFN6+fctkMm/fvu3j4+Ph4REcHIz7dKOxsRGbd8MlNDSUXefbt2/z588nSRzo7OxMEm1dXd2TJ0+Cg4Pv3bvH+bypuro6KCho0aJFc+bM2b17t6D78GE+f/7c7GJ7/pfW29nZCXeZXBobG0niOXr0qDCX+rP6+vp37969ePGC9yebl5fHlSJBV1eX/PlIRkaGvLw8b6iKiooUpkOLiIjAPm90On369OmQaw0AAAAAvxWKB/DW1tbsr1acq2cbGxvZr2VoNBpXSueqqir2V2eYQk9O0G3SBPLx40fcTokWWuvp6YljkeTBgwd5x1GtaiujsLAwonvItTakWQwGA3e0w0a+uoEkdby6ujo/e7Y1NTVx7hbBxdzc/Pnz5xkZGVzpqXV1dW/fvs3VVFRUFFE7gwYNYrFY0dHR7Ik5JHr27CnQ3RPOq1evFi9ePGTIEFtb282bN5eVlWFFa9euJY/Qw8ODz142btxI1Mj+/fsFCpjoaRFCSLiUeIJ6+PDhtm3b1q1bd/r06WYnp2zYsIEoWl9fX0riCQ4O5m1cW1s7MzOTkvYBAAAAAFo/igfw2ErmrVu3YgfPnTvHPsib3/v06dPsIpL3wK2fBAbwjx8/Jh9giAJ7U8qpvr5eTk6O6JTY2FhxXGZCQsKkSZP09fW1tLRsbGzu378vjl4EUl9fn5iYeO3atYSEBJL03erq6oK2zJX5GaOhoUE+N/jdu3dE0+9Xr17NZ++7du3CbcHZ2ZnBYDQ0NJiamvKWysrKcj3u2b9/P9E9UVJSqqurMzAwIKqAMTY2FvTuCcrb25vr8VCHDh2wjzF7H3iiOQJycnKpqal8dvTjxw/cgbeGhkZ0dLRAa9exiUtc5OXlW2FW80mTJhH9fKdMmSJ6+5WVlURPNObMmSN6+wAAAAAAbQLFA/hHjx6xv1HJysoGBweXlJQ8ffoUW8nJOapnsVhxcXFaWlrsIm9vb2ojkSQJDODfv39P9OVYdCdOnODt8cePHySnSOYFYIu7efMm5wJskk3gunTpImjjnz9/xh2QhISENHvuokWLeE/U0dHJzc3lrFZTU5OYmPj69eva2lquFphM5tq1azlTxNFotEWLFrE3G79+/TrRlS5atIiznaCgIKKaampq9+/fJyrlNG3aNEHvHq60tLT169c7ODg4OzsHBQVhiQmILkdfX58rZ+HVq1e5Vp63a9fuxo0bAoXx9OlTrqQAnPckMDCQz/0LUlJScD8hAQEBAsUjGSQ7I0ydOlX09sPDw4naV1NTE719AAAAAIA2geIBPIvFGjlyJO53LFVVVWz+fFxcXL9+/bC3iHQ6PSkpifJIJEYCA/impiaSxOMiiomJ4e2xtraWZDcpPrcrF0VBQUFAQMDMmTMXLFhw4MABsebAx3Xt2jWSPHNcFi9eLEQXnz9/5lxpbGhoyDtHHVNeXo79BtXX1/v5+XFOTbe1teV8S1xZWenl5cXOPogQkpeX9/Hx4b2HSUlJ27dvX7JkydatWxMSErDj3t7eRFdqbm7O2UJcXBxRTRsbmyNHjjR762g02qNHj4S4e1wCAwO55owYGhq+f/+exWLZ2toS9c67JVt1dfWBAwcWLFgwe/bsHTt2CPeuu6am5tSpU4sXL8ZdPsD/wpAPHz5w/ouqra0dHBwsRDwSQDI/Zdu2baK3f/LkSZJPESS0AwAAAMBvgvoB/MePH3FfVAYGBmJ1uNYS8z/vt3WSTBI7LGU05b58+cLbXUNDg7GxMW59LS0t9ntaXMXFxfwkhCsqKvr8+TNRovhLly5xpbM2MDB4/vw5/7dLREwmk3cLbiJqamq495BPRUVFz58///r1K/uvERERbm5uDg4Oq1evZo9sL1++3KNHD+zmb926lf1GvbS09PHjx7dv3+bqncFgDBs2jDfOcePG8bNCnsVieXp6El1sjx49uG4U7jM7Go12//79s2fPkt86WVnZPXv2CH3rMA8ePMBt39DQkHwa/6ZNm0TvnQjRKgk6nS7Qdndfv36NjIx88+YNye9di/vx4wfuv1Hq6upcqU+Ec/fuXaIfIryBBwAAAMDvg/oBPIvFSk1Ntbe3x1acKisrHz58mLMCNoCXkpLy8PDgZ7zXmklmAE/5HnKYgoIC3u5mz56NW5lGo505c4a3fklJiZubGztrvYKCgr29PVFuvNu3b2PDUVlZ2SVLlnCmPGSxWElJSbjTDdq3b19aWkrJzWxWeno6yR3jDG/gwIHke2vxr6qqasKECVx9mZiY8AZgbW1NskkeSbK969ev8xNJSEgIUQu806Hz8vJGjRrFWUdFRYWdJj0zM5MowXv79u09PT35X1tOjmQB9o0bNzjXQXDZsmULJQFwYTAYWEIQXFz/JP4aoqOj9fT0OC9TX1//8ePHlDReUVEBa+ABAL8eNzc39j9lHTp0aHY7leTkZHblmTNnSiY8EBkZyb7nuBmjSJiZmSGEzMzMxBQY+J2JZQDPVlRU9PLly7S0NN7xeXR09OzZswMCAqj6+t6yJDCAb2ho4H86t0BwE4DHxMQQ1V+6dClv/e/fv3Ntyo0QkpGR4c1Ct2/fPt42O3fuzDmGx/5nxisoKIjaG0skISGB5KbdvXv37t27Z86cSUxMpPDx05IlS5r7cf0PyQjQ2dmZ6KwlS5bwE0lpaWn79u1xWyDa1S88PPyvv/5ycXHZu3fvjx8/sOMrVqzgbUROTo5k73chdO7cmeiS/fz8ZsyYQVQqpk0Km91bXkwPDlpcZWVlUFDQkiVLXFxcDh8+LFDSvmZBFnoAwK+H8zvPggULyCvDAJ5PeXl52F199uyZKE3BAF7ChL7hzYqOjp43b96AAQNUVVUNDAzGjRvn7e2N+xYT09TUdPXq1enTp3fp0kVJSUlBQaFbt25z584l//Yo3FkCEeMA/vchgQF8RUUF+XhAaJcvX+btjmQJtK2tLW99opeNBgYGnBvOFRQUEM0jWLVqFVYN24yQF5/jT9Hl5eURPTGh0WicA1SqlJWVCZTmwMbGhqgprh28OU2aNInPeB4+fMi1FkZKSsrf31/Q62poaOBcjY8QMjIyItknj532//r1669fvyaZZcBgMI4fP25ra2tsbDxmzBiS/IKbN2+Oj4/HTejQv39/MU3/MTQ0JP/xnT59Whz9Eqmrq2v2xU6bcPfuXWz+Dp1OnzZtGozeAQBtGtdLC/L9d2AAzycYwLdd4hjA5+XlEa1qVFVV3bdvH+5ZOTk5XBsqcxo3bhzXDGJRzhIUYZYyIezYscPPzw8h1LlzZ+yfGEAJFRUVFRWVyspKEduRl5evq6tj/1lTU3Pnzp1OTk681QoLC4layM/P5zrCZDKJsnxnZ2e/fPly6NCh7L9GRUXV1tbi1rx169aBAweajZ/FYjVbB8NgMHJycnR0dEh2XCfSoUOHESNG4O7eN2zYMF1dXUEbbNanT58aGxv5r5+Tk0NURBIe1wxnEqNHj05NTQ0MDHz16lVlZaWFhcXKlSt79+7Nz7ksFis9Pf3z58/a2tpmZmY7duxwc3OLi4srKCjo1auXtbU153ie040bNzw8PLKysth/NTQ03Ldv38SJE7mqlZeXjx8/Hsufl5qaShJM3759BwwYcO7cOVdX1+LiYuz4sGHDzp8/TzTDXxS1tbVfvnwhqaCkpGRnZ0d5v7ju37//999/v3//nsFg6Orqrlq1as2aNSQ7RLZyEyZMmDBhQm5ubl5enrGxsZKSUktHBAAAVFq6dGlSUhL84wYAVRgMxvTp058+fYoQkpWVHT9+vJGRUUVFxatXr96+fVtRUbF69WpNTc05c+ZwnlVTU2NnZ/fhwweEkLS09NixY01MTJqamt68ecPO5P3gwQMbG5vnz5+rqKiIeJYwRH8GgMGyENPpdN5tq35hklkDz7W7lRAsLCyys7PPnz+/ffv2q1evlpSUEPW1YcMGokYmTJjAYrEqKio2b948bty4/v37E+1WzXb+/Hms2T179hBVk5WVxaqtXLmSqBqfU+izs7OdnZ3ZoxQpKakRI0YkJiYKesM/ffrE+15XQ0ODaG2/iF68eEFyG3kNGzaMqKkbN24QnSWmGeOc3r17xzmHQl1dfe/evfy86L548SLvrAc6nX7r1i2umsuWLePzLpmYmGCv8YuLi48cObJq1aoNGzaEh4fzmc9PCPX19eQLXtgJAiRgx44dvL1bWVlhG+wBAABoWdgbeCxdi7u7O1FleAPPp7q6uqv/T7jdZDDwBl7CKH8D7+/vz27QwsKCa9ZeWFgY+0WOkpJSdnY2Z9G2bduwX0yuVZ8xMTHYyk2uROzCnSUEKgfwnK9hP3z4QGHLrZxkBvD8vzvFJSUlxf/gLT4+nmgEcvz48YSEBP5fQXNOBiNJrmZgYIBVI0liR/LQAZOWlqalpcV1rrS0dEREhKD3/MePHwsWLGAP49u1azd//vzv378L2gifysvLid5L4yLZmovJZOLOFJo1a5ZwsZWUlERERAQFBd27d48rj+CbN29CQ0NDQ0Pfvn3LIt663Nvbm7wLJpNJlCveyMiIs2ZdXR2frybMzMxaKsuGhYUFUVScj7TE6uvXr0SfKEoy/4PfVmVl5YsXL27evPn582fxPQgD4DeBDeCvXLmioaGBEKLT6UTb7sAAnkhZWdmFCxf27dtH+fc0GMBLGOUDeGxVI+7gFEvVtH//fs7j+vr67OORkZG8Z8XFxbHXZiopKXG+tBbuLCFQOYBnMBjsDyv6dVM04ZLMAB67t0LQ1tbmXXVcWFjo4+Mzfvz4UaNGubu7c+1rhZt7bNiwYdXV1c2u78UoKytXVlZibebl5RHNZl+xYgVn7xcuXODakkpPTw93v3peU6ZMwe2iU6dODAZDuJtfXl4u3IkC4f/Fcs+ePTlvLK+GhoY9e/ZgDzJ0dHSCgoI48xHw7+jRo5wzEbS0tNhbkWdlZdnb23NG5eDggLt9HUJIWlo6JyeHpJfPnz+TXC+2xx6LxSKfnb5o0aJZs2YtX778zJkzwl0vJYieVTk5OVHeV15e3p49e1xcXLy8vG7cuIENqEjWpAwdOpSflisrK/38/EaPHm1iYjJ16tTbt29THjxoW5hM5v79+9ljDLbBgwcLMb8JgNbj3r17Xl5ec+fO/eeff1JSUiQfADaAf/bsGbYFTK9evXCnSpEP4BkMxunTpydNmqSvry8rK9uuXTtLS0svLy/O/4dyYk+XmzhxIvvckJCQYcOGaWtrKykp9enTx8XFhehEItj8zYCAAKI6WJ7dc+fOcR6vrKzct2/f6NGjjYyMFBQUtLS0LC0tp0+fTpQ0hx08+z7cu3cP+8ITFRXFWUFfX5/3XIH64hpPPn782MnJiX2HO3ToYGNjc/z4cdzvG+QD+GfPni1ZsqR79+6KioqampoDBw5cu3at0Fld6uvrjxw5MmbMGPa60Z49e06aNOn8+fNEz1gF/aiwby9R9qVnz56xbxHXPFlBP2CrV6/G/dKC3RZs7SRCiPxbJaapqYn9jl1TUxO3wqVLl9gNcmbjSklJYR+0tLQkann48OHsOtjwRLizhENxEruUlJSOHTsihFRUVNhv5H4HkhnAL1++nOjrOBfOl+cyMjKenp7sgWt8fPzx48ePHTsWFxd37949zi9hCCE5ObmDBw9i3TU1NZ04cYL900QIqaqq+vr6VldXR0RE8BkG4nmaxWKxtm/fzltNT0+PNy1cbm6uv7//tGnTZs+evWfPHvLxKqa+vp5kfS/2z3rrVF1dzfXmnEajzZkzx9/fH3vnTKfTFyxYwP/G2tnZ2aI8jT5+/DjunTx+/LiRkRH/nwSEEO7ug5jY2FiSczlHCN+/fyepKeI/iBQKCAjgelzl4OBA+ZOgkJAQrkddVlZW7GlgXl5eRHdJXV19xowZTk5O//zzT2FhIW7L79+/x379MU5OTi34WAS0uI0b/4+9M4+rafv//z6d5lukkTIliiKJhMxRkiQqURkzxRVJkpAxGYtQ5jmiDHFlSFxzJVGpUKibBormQefs3x/rd9d3f/bUPqO4+/m4f7h7v/daa++zO2e913q/X++1xNdJRUUlKyvrZw+NhUVgKioqbG1tsS+zvLx8cHCwlIeBdeBRFB0zZgz437Vr1xKNaRz4vLw8qp0eBQWFnTt3EluD/lVlZSWUv9XR0YHqMAoKCpcvX2Z+L5mZmeDC/v37kxrU19eD1N82bdrU1dXB45cvX1ZTU6P6zRozZkxjYyPp4N3c3B4+fIid+LXowAvaF9aBDwoKIg1QNTY2zs/Px3VE5cDX19dTVQvicrlCvIFZWVlUUzILCwtcZDgq1KsiogPP8AWThAOPoiiIDJWTkyPd9I6IiAANBgUFwYPx8fHg4Ny5c6mahQm/V65cEeUq4RC/Cn1+fv7gwYMRBFFVVd21axfV7PB3QjoOPFBEYIKysnJcXNzu3bsvXboEqiN8/PgRp0xOKsrN4XCeP3+O6/fz5895eXlwDW/Xrl1U/XK5XPhvHR2d48ePk97IuXPnYIQJh8Nxc3MjfrkIDb13p6KicvDgQXH1JV6Sk5N37tzp7+/v6+u7YMECR0dHPz8/oHiBomhdXV1qaurff//NJIlAXDQ3N+vo6JA+SZofPyqoRD4BhYWFVBfKyMjgvkaoisYpKSmJt26ZiOTl5YWGhs6dOzcoKOjevXtib//BgwekInwWFhY8Ho90sYxIu3btYmNjcS03NzebmJiQ2u/YsUPsNyJNcnNzDxw44O/vHxUVxSrYC0RpaSlVUsaUKVN+9uhYWARm0qRJpO8z1exFQuAc+Pz8fGVlZQRB5OTkXr16hTOmcuCLi4uhUpKqqqqtre2qVatmzpwJy3YgCLJ9+3Zca8C/sre3d3R0VFJSioqKAunitbW1ISEhYFKnpqZWXFzM/Hb69OkDuiPdy7106RI4i61JnJOTAz1wfX39hQsXBgcHr1ixwtbWFk4siboAYPB2dnZgSqCvrz99+vQNGzbATQtSB16IvqADDyWZzc3Nvby85s+fb2pqCv35jh074qq9kDrwPB4PrtHIycnZ2Nj4+fktXrx44MCB8JMSyJvIz8/X0NAAF+rq6rq6ugYFBXl4eMDFfSsrK+zKu3CviigOPPMXrKioKD09ff/+/aC1jRs3pqenp6enQzEj4Rx4WEuYOIGpra2FbyyccqMompSU5Ozs7OzsTONmwy03+Hcq3FXCIWYHPiwsLCwsbOfOnTDKmsPhaGlp9e3b19bWdgIt4h2JNJGOA48KkgYP96v//vvvVatW4fboaJgzZw79GPbt20d1rYaGRk5OztWrV1NTU+lTO/h8fn5+fnJyclVVldieDoqiKFpXV4ddRyDlwIEDJSUlmzdvdnV1nTFjRnh4eG1trSidpqWleXh4mJmZWVhYLFq0SFCvoKqqCleovF27dlKeQJCSlZXF8LVhQour+EOGDCG90Nra+uTJk1OmTOnXr9/kyZMPHz58+PBhUss1a9ZI58m0EiZOnEj1tBMTE9PS0hh+NAoKCu/fv8e2DH+MiRgZGTEfYXl5+aNHj3Jzc4XOXhEjzc3Nfn5+WH0NJSWl/1S2l4jExMRQvRVt2rT52aNjYRGM9+/fU73PJiYm0hwJzoFHUXTPnj3gyIABA3BfnlQOPPQKzM3NsZ4zn8+HnpKcnFx2djb2KuBfKSoqysrKJicn4wa2cuVK0OaZM2eY3w4U8dq1axfxrLOzMzj79OlTeBAG3i9evBgneZuamgp27LFKSdjBA0JCQoi/MqQOvBB9QQce/FweO3YMezY+Ph5K/8yePRt7itSBh2vrZmZmr1+/xjUFd02Yq1aNGDECXOLq6oqdzZaVlcFp1d69e+Fx4V4VURx4QV8wmhz48vJyqE2IjeCgp6CgoHPnzgiCcLlcb2/v9PT0mpqa4uLiq1evmpubg75wmbxM2gQrQWpqasyz2YW7ihQxO/BU34ZMEO9IpIl0HPiGhgaGdcJlZWUHDRrk5uZGlZBMw8CBA2GPPB4vOzsb55A/f/6c6logUA/59OnTzJkzDQwM2rZta2lpeejQIQnV3MYBlzapUFVVxQmtderUCftbIhBbtmzBLRkoKSlFR0czb2HKlCnEQXI4nJs3bwo3JHFB81kLirq6Ov1iTXp6+pw5c4hvuLq6ev/+/XEHLSwsNmzYgJWyw6aK/HegWdELDQ1FUXT27NkMPyB/f39sy0eOHKGylJGRYRJF/+HDh8mTJ8Or2rdvf/z48Z8reEYa/o3878yGhYaoqCiqt4LD4cAdEhaWXwKaBSkOhyPNUkpEB57H41laWoKDuD1DUgc+Ozsb7AOrq6uTJmoFBASAqxYsWIA9Dn3gefPmEa9KSUkBZ/38/JjfTn5+PrhqyJAhuFPV1dVKSkoIgvTs2RN7fNSoUQiCKCsrk6b9T58+HTSIi0CEg7e1tSUdCakDL0RfWAeeVAL24cOH4Ky8vDw2WoHowNfV1QFPWE1NraCggNhUYmIi+Cixs3EaYNcDBgwgni0sLATxtnB+LvSrIooDL+gLJok68AUFBaNHjyb9e1dUVNy+fbtA85Pq6moYMbF582aJXkUF68CLAek48CUlJaI8XobAL9zHjx/369cPHu/QoQPMYba2tiZeKCMjgw0+uXPnDogBwzJ69Ggp/CimpaURu24RbW3t79+/C9rXw4cPSbOhlJWVGeYFwB9jIsOHDxf87sVJaWkpVZl0+jJpOGRkZM6fP0/VC5/P9/PzI8ZNtGvXbs6cOfDXFMfUqVOLioqOHDkSGBgYGRn5s9Tmfy5UCQ7Iv0UKGhsbN2/ezES038bGBtvyqVOnaD5NomIFjn/++Ye07KX0k0shdXV1VM+hQ4cO0llb/NWhEUDR09P72aNjYRGM6Ohomq9EEePyBILowKMompmZCTJWlJSUsBrDpA483PTesmULaRdlZWXgC1BbWxt7HPpXaWlppFeBs0uWLBHojsDqA4fDwUnwQHlXsMQMSUpKSkhIePLkCWlrUFMZp/4DB5+UlER6IakDL0Rf0J/U1tam2vW1t7cHNidPnoQHiQ78lStXgNn69etJ20FRdOzYsQiCyMjIMEmZ9Pb2Bg0SU+EAjo6O7du3NzQ0BA6q0K+KiA68QC+YJBz4qqoqX19f0j/2rl27kirGU/H48WOYbjBo0CCG3xXCXUUDSSK0KNDs27CIiLq6uqKiYkNDg0R7sbCwQBDk+fPn1tbW2L6Ki4tnzJhRVVW1ePHi8+fPz5gx4+bNm9ixhYeHww3/+vr6mTNn1tXV4Rq/d+/e7t27AwMDJXoL/fr1e/To0dy5c1++fMn8qrKysujoaOZKgQAQSUU8XldXd+7cORoVMQjNLjfQIxDIVRYv2traY8eOvXXrFvHU0KFDwVSjxUa4XO79+/exoW44Dh06tHPnTuLxwYMH79u3j1gREHDp0qUDBw7MnTu3xQH8xvTu3bu0tJT0FPidkJeXX7NmzdKlSzMzM6uqqiIjI+HsAQd4za5fv3727Nl3796BMEJS+Hz+8OHDU1NTSesFAjZv3ky64Lh161YvLy8RK2IKR0ZGRm1tLemp4uLijx8/duvWTboj+vUYOXKktrY2nHJhcXFxkf54WFhEASa+EgHC4NIcDBETE5PAwMDg4OD6+vp58+bdu3ePZjIAE4MdHBxIDbS0tAYNGpSYmFhWVvbx48euXbviDAwNDYlXUa3gt8i0adPABCYuLg4uTyAIcv78eQRBuFyup6cn1n7kyJGk7fz48ePJkydXr16l7w6729QiovRlY2MDIgiIuLu737hxA0GQ5OTkGTNmULUAHV0QCECKpaXlnTt3+Hx+eno6jRng8ePHCIJwOBy4goAD96Mv+qsiHOJ9wQQlPz/f2tr648ePCIIYGRnZ2tp27969urr6zZs3sbGxHz9+HDdunI+PT1hYGH07Hz58WLNmDdiRQhDE0tIyISGhxe8K4a5qGREXAFhQKebAk8ZaixElJSWQCkv1lYFVDb13796mTZt8fHwOHToERCkg4FuMlF69ekniyWRlZR09enTPnj23bt0CkZyVlZWkQn004OKFmAD0GkmZNWsWkxaoZN4RBOFyuQwVv8vLy5cvX25mZqalpTV48OC9e/eKSyo8Pz+f6G517tz506dPDBdisGU5SOnZsyfVtdevX6dpmWoFXTgKCwvj4uKOHTv29OnTX2U/NjY2lurhkL5+27dvp7L39/cX6Otl3bp1NAMDyWakiHFBXSD+/vtvmtt58+bNTxnVL8fly5eJwTK9evWSprgmC4u4oPLl9uzZI81hkO7AIyafVAAAIABJREFUoyja2NgIpcKjoqLAQdIdeLD1giAITaqal5cXsRewtq6lpUV6ydevX8El2A1SGGKNAzsP/Pz5M/DNRo4cCQ9WVFSAmAJcuiWW/Pz82NjY7du3L1y40NraWkVFBdsF6Q68srIyVWs0ZeQE6gtuCNP88MFocGdnZ3iQuAPv6upK+vRIYaL/DxSFO3To0KIlQOhXRZQdeIFeMFTcO/C1tbVQ+Xjnzp24XMuCggK4w0SjiVNTU+Pn5wdlXBUVFbdt29biTFu4qxjCOvBiQGoOPE0Kouh06NABJF3X19fT6MAxEdOmKUAtJycn3mfy/ft3T09P7Mp0r169QC0xqoLwVAjhwFP9/CMIsnDhQiYtwPwlIgwXO169eqWlpYW71sLCQlwVy75//75y5cpevXopKioaGxsHBATA7/27d++OHj1aXV1dXV191KhRxOWMiRMn0quM1NfX03wi9KuhKSkpYrnB+vp6X19fbPq9ubk5UW2ldUK1my0jI0NM4igrKyMtH6CsrOzn50fzqIlYWFjQjIpqjwIh07aVDiUlJVSL/UpKSsy1cFjS09NtbW3B7kGHDh0CAgIY1vhkYWlt/PPPP3379sV+G3A4HC8vLymv4VI58CiKPnv2DHxxtW3bFmhukzrwYB1cRUWFppf169eDC69fvw4P0ru4Qjvw6L/7QFwuF9RCQlH06NGjwPLSpUu4jvh8/smTJ7Eq6BBdXV2oik3qwNPk75DenRB9QX+SpozR58+fgY2dnR08SHTgx40bR/r0SKEvvgsAs1+qon1EhH5VRHHgBXrBUHE78DDGkzQPH0XR4uJiIOOvoqKCqyMAuHnzJlwC4HK5s2fPJq2wIJarmCPmEHoWyfH69WuY6yJGOnfubGVlNXLkyGnTpoG42crKSh6PR2VfXl7eYpu4hUwsNKG5wjF16lRcjHd2dva4cePS0tL27t2blpb26dMn7FklJSUqp9HMzEzQ3gcNGnT//n3SUzSb8zgzExMTUr13uAhKA4qiM2fO/PLlC+54SkrKunXrWgwHYkLbtm23b99OunlrbW2NE0S4ceNGfHz8p0+funbt6ujo2OJvFUobhK+tra2hoUH6yqmoqFBVMcVSXl6upqZGX5hg7ty5586dwx5JS0uztrZ+8eKFoLXupUxzc3NxcTHpKT6f/+zZM6j3C9DS0rp8+bK7uzucaoCDx48fF/S7hTSOGqKrq5uXl0d66qfEzyMIoqOj4+DgQBoe6e7uTrPiwIKjb9++CQkJfD6/pqaGeX0TFpZWiJ6e3osXL44fP56UlFRcXGxkZOTu7k6T8CV9LC0tfXx89uzZU1lZuWjRomvXrpGagZlVTU1NTU0N1QQM5luJOA3z9PQcNGgQ1Rgg06ZNS0pK4vF4V65cmTdvHvJv/LyGhgYxeNvb2zsyMhL828TExNLS0tTU1MjIyNDQUF9f39fXl2YyI2iaoSh9Uf3gIggCS+G2a9eOpnf4lK5fvw4LKlPRogGCIMrKyrW1tRUVFS1aYgcg9lelsrKSoaX0gbN0Dw8PUoP27dtbW1vHxMTU1NS8ePECaBAAUBRdtGgR3D11dXXdtGkTaToAFuGuEhgxLgbQ0Nzc/P37dzGW+25VSGcHvsVMGKHR0tLCqlL9+PGDJjeDWCieyLt376i+Up2cnJjcbH19/evXr0klOrHQFLsC9fCqqqoCAgKMjIzk5eW7d+++bNmyx48fk4r56+joCCFiV1RURJoJ3KNHD1K5vu/fvz958uTJkyfY7fGMjAxdXV1cC66urkzCbNLT06megLq6+i8RCk66EA7Izc0NDQ0lPRUUFETTZlFR0eDBg8EHLSMj07dvX6p6m69fv6bqfebMmRK5YRH4+vXrs2fP4M4AVVI34PTp06SNVFdX79mzZ8aMGe7u7jt37vz27VtNTQ1NO6RYWVnRjHPFihWkVykrK3/58kX8z4UZxcXFxsbGuCFZWloK8YfPwsLCIi5oduBRFK2trdXX1wcG58+fJ92BhyVFMzIyqHqBbklubi48KNwGKRPKy8vBTzBQSC0tLQUr6cRy7tC/0tfXJ4198/HxAQakO/BUgyc1EK4vuCHs7u5O1RfU5wsMDIQHiTvwS5cuBWbiKjME1FtkZWWpZox8Pr+5uRnGjQv9qtDvwMNVj1a4Aw8rGdE4oTAnFNcjFDU0MDC4e/cuwx6Fu0pQJOjAl5aWbtu2zc7ODhu0CU69efMmLCyMNFDhV0Q6DrxExR6WLVuG7YtK+ltfX5/KJ2xoaHjx4sWVK1dev37d3Nw8Z84c4uVycnKpqan0t1lSUjJ79my4Zdq5c2caAXNYTpNI9+7dqa6Kjo4WYxm5x48f49bVBg8ejNWMBVRWVi5btgyuHcjJyfn6+kI3vqqqKjg4ePTo0cbGxs7OzteuXWPY+6VLl2g+Vhi6hqJoQ0NDZGSkl5eXq6vrxo0bcdqwP5H9+/eTDn7cuHEoivL5fH9/f+yaC5fL/fPPP2kqxj158oQof8DhcK5cuUI0pkn36NKli+TuWlDS0tKw+0Lm5uZgqtepUyeq8TNPMWhoaBB0E2Pnzp00DZaXl3fv3p141f79+8XwLESgsbFxz549Y8eONTIysrOzO3To0H+t9CALC0trg96BR1H07t27wEBLSwvuW2Ad+C1btoCD27ZtI22hvLwcxMuoq6tjy2VJzoFH/xVml5OTq6iogD/0L1++xJnBBd8bN26QtmNnZwcMRHfghesL+pMaGhpUGUMw3vCvv/6CB4kOPKx9sGHDBqphx8fHR0ZGHj58mElhMzhdT0xMJDWYP38+MABbYkK/KsCBHzp0KP0wWqEDDz/TW7duUdk4OjoCG+zCClyVGDFiBHOdF+GuEgKJOPA8Hi8iIoI02RIYgC8gRUVF+m20XwUpOPDEGGkmKCoqOjs7e3h4jBgxYt68eaRONQD7/YKiaGFhITF0R15enuoL4sKFC1h7Y2PjhIQE0vBjrLwH6W3ClWYsVOUuqAo7Iy1JepSUlGzatMnFxcXT0zM8PFzEcg6NjY0XL14MCgravHnzzZs3id+5zc3NVlZWxEEOHTpURP8BWwsAB4fDgfeVnp6Oc6hUVFSOHj0qStfigs/nL1u2DLc+NXjwYOzqQ05Ozu7du5csWbJz587MzEz6BomKAABVVVViqWr4Y0akXbt24r9boXjy5ImioiJueFwu96+//oK5ajjMzMwEKmoqUP7IgAEDWqwHWV5evnjxYhiabmpqKlCZFhYWFpb/CC068CiKwvkbrCONdeBhFp6mpiaphwkT12fPno09LlEHHm5KnzhxAlQpMjMzI5qBAHsEQdLT04lnCwoKYEyo6A68cH1h68CTlu+GG/s6OjqNjY3wONGB//btGyjS1qZNG9KCrB8/fmxR6g/LxYsXQdekhYfr6upASdcePXqAI0K/KiBQVENDg7iNl5OTA3fdWqEDD3PgJ02aRGrw9u1bkE2goKAANZ5+/PgB/JqOHTsyD9MT7irhkIgD/+eff1LN/IABNvJ51qxZ4lLk+1lIwYGnkZumol27drjVJirpEdxfV3Nz84EDB/r06cPlcoFbpaioaG9vTyXUfPz4cWKDNFnHWFUMHFSRt/Ly8kC+BcfJkyepehkxYoSQz1oCnD17lmqc586dE6VlKOtKBMqM1dXVQSENLDIyMs+ePRPH/YmB1NTUlStXTpgwYf78+efPnxfI+cSSkZFB9agRBLl//z7OnuajYa4KI2lATV0iBgYG9fX1cHUZoqurK6is+oULF0i78PT0jImJgYtxbdu2XbNmTU1NDbGFzMxM8AnOmjXr8OHD4Fudx+Pl5eWxMeosLCwsVDBx4L99+wY8MQjWgUdRdMKECeD4oEGDcKHCoaGhYEomJyeXlZWFPSVRB766uhqs4Q4YMAAEeYWHhxPNYBwcUeP9zZs32K2gFy9eMB88qYFwfWEdeC6XGxYWhr0wPj4eBnXiYtOIDjyKolAy1tLSMicnB3uqsLAQivswjMRsbm6GQaBz5szBrq03NDTAjfHVq1fD48K9Kra2tuAqnFT7hw8fsBsA4nXgiaq3FRUVV/6lxY0E2AsUJvDx8cEtW6SkpMDcOqwTByQbEAQJDQ1l0osoVwmH+B14rPxD27Zt/fz8Lly4MHPmTHAE2BQWFg4YMACabdy4UezDkCZScOBp3AwajI2NsYsjBw8epLKEUTH19fVEZXU5Obm4uDjSgf348YNqw5MKLy8vqtuk0Xgg3S6uqKhQV1dnbv+zwJU8xTJjxgwRG1+1ahWxWQ6Hc/XqVWAAQ7aITJ8+XeSba13QrOkgCBIZGYmz//btG5XkzO7du3/KLeCgl4vLysri8/nnzp2zt7fv0aPH8OHD169fL5wq+J49e8DOAMTNzQ366hUVFR8/fqS6dt26dbi0BWNjY1CTkoWFhYWFBiYOPErYyME58EVFRdra2uBU27ZtHRwcgoKC5s2bZ2JiAi8hukMSdeBRFHVxcYG9y8vLk2qg5OXlgZ8eDoczZcqU/fv3nzlzZuvWrQ4ODsDt79WrF2jByMjI398frggL4cAL1xf0J2GtdWNj43nz5nl7e5ubm8MEtBEjRuBiKkkd+Pr6eujxKigoODg4rFq1at26dS4uLgoKCuB4i/V3sSQnJ8MYvc6dO7u7u2/cuNHb2xtm2JmZmTU0NEB74V4VbBksW1vbsLCwqKio+fPng0n4ihUrwBxALA78gwcPwHFDQ8OIiIgjR47AhFNYxx5BENKNPVLi4uLgtqK2traLi0tAQMDChQuHDx8OPz5TU1PsZsPixYvB8Z49ew5qibdv34pylXCI2YGvqqqCC1GjRo2CSztw7xdrDOWp2rZt+0tXkZWCA//u3TtEKJKSkmAjRUVFVGLL8E+OSjNMQ0ODtCwZLH3JHGyNDRykgnAAqij6K1euEKOL3dzcWpV+2/jx44V4Ggxpbm6GPzlYHB0dwT42qYcPMDY2Fsf9tSJIZcYhpFVVL168SNQ1tLa2xgbC/UQyMzNp7ohJWUfmFBYWRkRELFmyJCQkhHl0BtXuvZmZGZthzsLCwkIPQwceRdEpU6bAL1icA4+i6Nu3b0knAwiCKCgo7Nq1i9igpB34uLg4OIYpU6ZQmZ07d45UXVhFRWXfvn2lpaU6OjrwIHTbhHDghesLOvBv376dNm0a6ROeMGECMTaN1IFHUbSiogIrdY5FTk7Ox8dH0BnsgwcPoE+OY+jQofn5+Th7IV4VlFoea9GiRTweT4wO/Pfv33FZ2HD/QDgHHkXRv/76i+oRIQji4OCAW10SqOAfzMgQ7irhELMDv2fPHjAsXPQ/qQOPoujs2bPBcdKskl8FKTjwfD6fKlKaHtzfUmRkJFGtasyYMTA3GFcTFcuFCxeIA7t9+7agQ1JTU3N1dSV1PGh24I8dO0b1cPLz82fNmmVoaAhKQcTGxor2sMUPTLsiMn/+fBEbxwZ34QD+qr+/P5XB7+fAl5SUUOmxycjIUG1NZ2VlOTk56ejoKCgo9OvX7+DBg63H8/zy5QuNwlx2drakB1BQULB48eKBAwf27dvX3d2dqEMJkhtJIeYssLCwsLBgYe7AFxcXw5AxogOPouiPHz+OHTs2YcIEXV1deXl5NTU1MzMzf39/qvgpSTvwDQ0NcGOGJn0SRdG8vLy5c+f27dtXRUVFTU2tf//+wcHBxcXF8OyCBQvs7e19fHxglrJwDrwQfeXm5gYEBAQEBHz79g1F0bi4ODs7u/bt28vLy+vp6U2ePBkGPOKgcuABN27cmDZtWpcuXRQVFbW1ta2srBYvXpyXl0fzlGioqqravn27lZWVpqamoqKiiYmJs7MzTZKmoK8KID4+3s7OTl9fX0FBQVdX19HREarbBAYGBgQEPHnyBGsv9Av26NGjoUOHqqqqtmnTxsjICOoFCO3AoyhaU1Ozf/9+Ozu7Dh06yMvLq6qq9uzZ08vLi/TvTqAqwtAVF+4q4RCzAw9zJHDK4VQO/KtXr8BxhtXFWifSUaEXruJuVFQUrp0nT56MGjVKRUWFy+X27Nlz37592DB7ml5I98Czs7OFGBVgwYIFuFRnmhz41qOaLgQ0UnOiK3stXLiQqnFQCA1X5BwLTU2UXxdc8XPIrFmzfvbQhISqLnHPnj2hDZ/Px8bIiYvY2FhcXL2MjExwcDDWhiZwhjTjkYWFhYXll6Cqqio3N5e4hcvCIhbYF0xoxFyZLC8vD/yDmEdNSp8+fUDKx9u3b8U7kt8P+prPVBDlrwYPHnzv3r2qqqra2trs7OwlS5Zgk1dpHPjg4OBly5Z9//4de/DTp09U9kDUkYaoqCgoUgpYvXo1qGmJY8OGDcRK6b8Q48aNIw27mj59OlzzEpri4mKqU0VFRQiCTJo0iUrEDiz8oygaExOzcOFCR0dHf3//tLQ04UZSW1ubmZmJe0Okz5kzZ2BFEACHw/Hw8CBVW/wlCA8Px3nRCILIycmBwjxgSU5VVfWPP/7o2bPn/v37m5ubxdJvSUnJzJkzcd88fD4/ODg4KSkJHqEJEBC0Oh0LCwsLS+tBVVXV0NCQtDwQC4vosC+Y8Ih3PQB44xoaGrjjVDvwKIrq6ekhCKKkpCTekUgT6ezACzEVFiK/2sPDg75NExMTGL+EouiyZcuoLEeOHLlq1SqoyUEKse5FaWnp3Llz4ZpC165dSUP3fzmam5sjIyM7d+4M7qtLly5RUVFiSdT38vKierxQoy4tLQ33/aisrHzo0CEURcvKyoYMGYI9JSMjs2zZMoF04HNzc+3t7WEpuIEDBz5+/Fj0WxOFtLS0wMBAJyenoKAg+pCwX4KsrCwbGxv4JTBs2DAQyr5//376pBhRwCqSUr1aKIrSLNe2GBEqBfh8/pkzZ6ZNm2ZlZeXh4XHp0qWfPSIWFhYWFhYWFuERswMPBMk5HA4u15TKga+vrweTfk1NTfGORJpIx4GnklsHyMvL4zbP7ezsysvLBe0lJyenxZ1zbNUAGod/0KBBKIrW1tZ6e3tT2Whra5MOo6Gh4fXr14Lmt/wSlJeXEz8XHo937969ffv2HTly5PXr1wI1SFNi8OzZs9Csvr4+IiJixowZTk5O69atKygoAMepJDdw6gk0ZGRkEAM3uFwuwyIoolBUVPT48WNcbdifCBCEnzJliqmpqb29fXh4uFgcaUhNTU1GRgaUkywsLCQqOAL2798veneLFi2ierX69esHza5du0ZqM2jQIKHLATKnrKwsKCho/PjxNjY2K1euhC82oKKiwsrKCjcwGxsb0kp4LCwsLCwsLCytHzE78P379wczpL///ht7nMqBT01NBcf79u0r3pFIE+k48DRSZMi/dREcHR1nz54dHBwsijb106dPaaTskP+tj00zKmdnZ2CzY8cOKptOnTqJ+lx+fV68eNGvXz/sY3F1dS0rK2N4OZ/PJ5UzHT58eItKbLm5uVQfjaGhIcMB2NjYkLagoqKSmJjIsBFBefjwIfahWVpaJicnS6gvhtTW1lpbW+MegrGxseTWoUAIPSnE2BYhoImvGTx4MNZyx44duFibAQMG4HxpSXDt2jWcVq2ysvKJEyeggbu7O+n4Fy9eLOmxsbCwsLCwsLBIAjE78GvWrAHTo6FDh2LDg6kc+EmTJoHjy5YtE+9IpIl0HPja2lpNTU2q+TREVVVV9BLozc3NM2bMoOpCV1cXWj59+pTKDKpfPnr0iMrG1dVVxKH+6vzzzz+kdciHDBny4cOHu3fvZmRktLiLW1tbGxgYCDdj5eXlV65cic10oCImJobmXaqtrW2xhZqaGlhdkxR3d3fx7kKjKJqQkICrOg7uGrduKGWWL19O+gRsbGwk1OPw4cOpHnvnzp1Fb//8+fNU7fv6+uKM379/HxwcPHXqVG9v7+joaCnUcSwqKiINF5KVlc3MzERRtKKigvieAP7444/6+npJj5CFhYWFhYWFReyI2YHPycmBEyZ/f3+4AUjqwB8+fBhOp54+fSrekUgT6TjwKIo+f/6cSSa8jIyM6KmnNOmv5ubmWEvSOFs7Ozs4g+fz+aNGjSLayMnJvXjxQsRx/hJ8+/bt0aNHjx49AjVIsFAJ72Pp0KHDqVOnWuzlw4cPBw4cOHToEHPF/osXL9L0y8SB//jxY4vjDwoKYjgehlCVG8TGdUuZHz9+4LaCsYgrCf/q1asuLi59+/a1sbGZO3cuzTMXS0xTY2OjsbExsXFVVdVPnz6J3r6IhISEUN3+0qVLUdrlRQRBsrKyfvYdsLCwsLCwsLAIjJgdeBRF//zzTzhDsrCwSEhIqKqqwjrwP378SE9Pd3BwgGaTJk0S+zCkidQceBRFt2zZwsSHh+HrQpObm0u1s7p+/XqsJZ/PP3HiBNRIa9++/a5du7CbrlVVVQsWLMANW0dH58qVKyIOsvVTWVnp4+MDV7Xk5OR8fHxgDjOKosQyAVTs3LmTqpeSkhJPT0/4hOXl5f39/Zlk+dJUfzAyMmJygy3uwCMIoqGhwbys+ocPH3bv3u3t7b1582ZcQdEWx4wgiOTKDZaWlu7bt2/x4sVBQUE3b97Enc3IyKAZ1aBBg5YtWyZKYktTUxNVeTxSiDvkwpGfn48rYte9e/efG+kAoQqPRxBk1KhRKIomJyfTPKLc3FyJDo/P5+fl5f31119paWmSqPDHwsLCwsLC8t9E/A58Y2MjLhGUy+XCQsGmpqby8vLYsz169Pjy5YvYh0HF8+fP586da2BgoKSkpKGhYWFhERISUlFRIUqb0nTgSbeyiXTr1k30vlauXEls2dDQEOt/YikvLy8tLcUd5PF4pIG+/fr1E3tkNT01NTUFBQVSUNWCNDc3EwW0EASxsrKCDi3pDicpysrKxA18FEVra2t79epFtB8/fjyTQdrb25N2d/DgQYa3OWbMmBYHz3ALOiQkBKfKNnXqVNxKBE1GBoIgZ8+ejYiI2LRpU2xsbF1dHcNbaJHjx4/jNthHjx4NxPPi4uKoIgKIuLm5CefL0ew2E/njjz/EKOzH5/Nv3bq1ZcuWNWvWxMTEtB5flCbNZ+zYsSiK1tbWKikpkRpoaGj8+PFDcmNLS0vD/u3r6OiIntnEwsLCwsLCwoJKwoFHUbS2tnbBggVMJprDhw+XptL4mjVrYKUrLHp6eqR7fQyRmgNPv6GEpWvXrqJ3x+fzDx8+rK2tDdrkcrnz5s1jLq4GoMmyltqMNjExsX///mCDWkVFZcmSJULo8wvB2bNnqe792LFjwIbhigyANGZh9+7dVPYJCQktDvLLly/Dhg3DXsXlclesWMF8pePVq1ctVi4AEdeFhYXh4eGLFy/esGHD/fv3ce2cOHGC9FpPT0+sWV5eHsPH1bVr11u3bjG8CxqSkpJIvzeGDRu2detWhoOB+Pn5CTGGbt26Me9iwYIFot916yc8PJzqCaxevRrYkK5CIgiydetWyQ0sIyOD9C8iNDRUcp2ysLCwsLCw/EeQiAMPePz4sbOzM26/HWJubn7q1CnmgbWis23bNtA1h8MZPXq0n5/fwoULO3bsCA5qaGi8f/9euJal5sDTiE7jcHR0FFenPB7v/fv3qampwu1n0lQpl46CHVZqAWJgYCCFuA+aHUIEQUxNTW/cuLFp0yaGnymCIEeOHCH2QlUHDkGQ5cuXMxknn8+/dOmSt7e3k5NTQEDAy5cvBb3TrKwsmmLg2traPB5v7969f/zxB/b4xIkTv3//DhshjSNAEITD4eCW+fr06cPwiSkoKAhalo/I+PHjqdqXk5NjOBKIiooK1Sb2lStXhgwZoqqq2q5dO2tr61u3bm3YsMHCwgIuojEkLi5OxFv+Jfj27ZuOjg7pE4YC+E1NTV5eXtj8HS6X6+PjIwmNvVevXh08eHDjxo0WFhakn4uSkpKI0V4sLCwsLCwsLBJ04AH19fV///334cOHQ0NDN2zYsG/fvtjY2OLiYkn3i+PDhw9gKUFRURGbv9rY2Ojm5gZmVxMnThSucak58J6engxn8Hfu3JHoSJjj5ORENUhra2tJ915RUaGqqkrau4+Pj6R7p4pOx7J69WqGnylCsaM+cOBAKvsZM2ZI+h7r6+t37do1efLkYcOG9ejRg3QYW7ZsiYuLIz0F9S9qampobhwXevDw4UNc0TIa3N3dRbxHLS0thn0xBGik42AYtdQixsbGUk5O+YmkpKTg3jo9Pb27d+8SzTZt2jRnzpytW7eKvqBDpLq6esaMGUzUSf4Lwh8sLCwsLCwsEkXiDnwrASqlh4SE4E7V19fD8NSMjAwhGpeOA5+QkMBkgigvL0+jdiZ9sKKGOGbNmiXp3mlU1qVQgn7+/PlMPq++ffu2aIYgiJaWFmkQxOTJk6kuEbv8O443b95A8UJSOBzOggULmpubabT6srOzURT99u0bTTsXL17Edf3q1avRo0eDyHYul2tkZER1bYvpJC2q/ZHW+aOHKvIIQHTgExISBO2CFHNz83fv3gn4Mf7aNDQ0HD9+fO7cuQ4ODqtXrybKcEiBKVOmMPyA2Ex4FhYWFhYWFhEhSez8/UBRFGwAcjicWbNm4c4qKipCNWOqfcLWwObNm1EUpTFQUFDw9/fPzMxkUplMatBMbZnPeoXm8+fPNKfon6foMLnBpqYme3v7Nm3a0JvJyMgcPHiQVJGLSpycw+GI/oQrKipev35Nuj3e3Nzs7Oz84cMH4qlx48Y5OzsHBAQ8f/48MjKSw+G8ePGCqouUlBQEQdTU1PT09KhsevfujTtiamqamJhYXV395s2b6upqGkHy+vp60uNfv3719vZu3769ioqKurr69OnTCwoKSC1NTEyoGqeia9euODU+iKqqavfu3XEHz507J2gXABcXl3379s2fP3/lypUxMTEpKSnExn91qqurN2/ePGHChGHDhi1YsCAtLQ179uvXr7du3Tp27Fh8fHxISEi3bt22bNnS1NQkteFlZWXFxsaW3G6aAAAgAElEQVQyNO7cuTPVqYyMjB07dvz555+7d+/Ozc0V0+hYWFhYWFhYfjskvULQ0NDw7NmzY8eO7dq1KzQ0NCoq6vbt21Qy5hIiPT0d3OyQIUNIDV6+fAkMrKyshGhfCjvwPB6PyfZ760ywJC1YPXXqVMn1yOPx3r17l5+ff+bMGapn1b59e/pGKisrX758+fXrV1FG4uHh0eKnFhgYWFBQMH36dLDTq6mp6enpOXPmTBD8LysrO2zYsOfPn1N1wefzsUUZIf7+/jjLioqKU6dOBQUFhYeHp6Wl0Y/84cOH/fv3B01xOJzx48fn5ORgDe7du0d1R5aWlljLHz9+kIrAAeCe5MaNG0kNRowY0eJzPn/+PFX7pJfn5+e3b98eZ6miopKcnEw0Pn36NFXjVKxYsWLJkiWkp1auXEnsAqcjyAQOhzNt2jQmxQLFRXl5+ebNm52dnSdPnrxhwwZB9SyF49mzZx06dMDeuIyMzJo1a8DZb9++kcaAeHh4SGFsgEOHDjH8yHR0dOrr64kt/PjxY/HixdhyjHJycitXrpREoj4LCwsLCwvLr44EHfiEhIRJkyaRijzJyMiMHj1aakpLcHcrMDCQygZsgbZr106I9qXgwF+6dInJBHH37t0SGoAogELxcGNQX18/KipKQnPTurq6jRs3wrx3NTU1WIMdx5w5c6gayc7OtrW1hZbm5uYPHz4Ubjw8Hu/QoUNdu3al+dT27NkD7bFrW3w+v7CwsLGxEfxvQ0PDhQsX1qxZs2XLloSEBKxK/I8fPyIiIkAvXC63T58+sbGxuJGcOXNGU1MTdsrhcDw8PKjcvytXrhCru7dp0wabP7x3716qO1JWVsY1SFNoDa5NkJY679WrV2FhYYvPuaqqilTPDEGQEydOEO0dHR1Jjfv27Us05vP5Pj4+TFbQAF26dPny5UtdXR0xu2HatGnwA8VCo5NHZNasWaGhoaRrDZLjxo0bGhoa2GGoqakRXzPxUldX16lTJ9KHAH4+1q9fT/WUaNa8xAuNGD4WLpdLlQAfEBBAesm2bdukcwssLCwsLCwsvxASceCLi4tJtwSJjBkzRgpl5DZs2AC6CwsLo7IxMDAANjQ7rjwer4KMK1eugGsl58AzLDamoqLSOjfhAZWVlaSVzMUFj8eztrZm8qC0tLRAYTMi6enpRN07Lpd79epVUcZGpQUgIyPz5s2bFi//+++/caHRQ4cOzcvLw5l9//6dNE/+zp07pHvgpHEQzc3NVNHsNjY20IymJkKbNm2wDZ45c0ZZWZnUsn///rh6dTdu3PDw8Bg4cKCTk1NERARzPbY7d+4QP7iZM2cSl4pqampo1ONxgQaQJ0+ezJkzh+pGABwOx93dHfuddvv2bR8fn4kTJ/r6+iYlJVENfseOHTTNYtHV1ZX+xuw///yDqyAAUFRUJL6EYoRm4RK8ioMGDaIymDx58pEjR1JSUiQ3PMDNmzepxgBWweTl5a2trV+8eEF6eV1dHdVLJeli9SwsLCwsLCy/IuJ34D9//kzcbdPW1ra0tOzduzcxidfAwKCoqEjsw8CyfPly0Nfp06epbKDIFk0xuRYLUEvOgWee17p3714JjaEVkpWV5enpaWpq2rt3b3d395CQECaPyMrKikboa8yYMaRXderUSZSqh1++fCHdS1yyZEmL13769Im0rHTPnj1Jt3OJ0CwA5ebm4owfPHhAZczlcuGm/fPnz6nMsPUFnjx5QtzMB3Tr1k28imtFRUXe3t7m5uZdu3adMGHCjRs3SM3evXtHNXIEQehLx3t7e1NdGBYWJnRyUFVVFb0cIOTw4cPCdSEKNMUOAwICJNcvXHsloqenh6IoVeEDLNbW1kKXCGVCQ0MDVYjNnj17SkpK6J1woAFBBfHPk4WF5XcC7h5dunSJif2ECROAfeuMuCQCJVpJo+FoANo3vXv3ltDAWFh+acTvwGO3QMeOHZuYmFhbWwvP8vn8f/75Z9OmTVhhZ0mXE4Ni4H/99ReVDQxhTU9Pp7L5iQ68ubk5fdcQKUi7txIiIiJw4fEMg5w7depEVdO+urqayttEECQ1NVWUAX/69AkbIt62bdvdu3czWRTw9fWlGtLZs2eZdE2qfgc4efIkzphG1h5BkA8fPkBL0trvHA4HW6mRRkgvPj6e0YMTN1++fKG5Qfo92/z8fNLChEOHDsWFEghKfn7+uHHjsI+xX79+2H3vtm3b/qzlORcXF6rHZWdnJ7l+t2zZQtVvly5dUMahSV26dKmqqpLcOJ88eUIsVTB58mQm++dPnjyhGTlpxUEWFpbfBpgHNHny5BaNKysrQQlVGRkZiW59lZSUwG+hR48eidIU68BLGaEfOHOamppASl1JSUmLxs+fP587d66BgYGSkpKGhoaFhUVISAhNsPCyZcta/E1/9uyZWG/ol0TMKvQ3btwACeHq6uoPHjy4ffv26NGjsfGBHA5HT08vKCjo48ePcFKYmJj4119/iXckWNB/xcZpHDxo09zcTGWjpKQ0hgzm3rXQDB8+nKElKmFl9VbCmzdvli1bhvuwGN57YWEhVdWur1+/8ng8qguxP2lC0Llz54sXL5aUlCQmJr548aKkpGT58uU06wUQmr3uZ8+etXg5n8+nEeVuaGjAHXn48CGVsYyMjJaWVlxc3PTp0wcPHqyqqoqr36aionLgwAGsI5qamkrV2uvXr1scvCTQ1NQ0MzMjPaWlpUV1CqCvr3/z5s2ePXtiDzo5OcXFxTFPkqdp+dWrV6dOnTp//nxubm5aWtr79+/Pnz8fEhISExPz7t07mqKMEoXm1mjkCUVnwIABVKcGDhyIIAj9YhPk06dPUVFRYhsWgcGDB+fm5i5btmzAgAFdunSxs7O7dOlSbGwslQAHFiMjI6ovAWVlZVjilIWF5bcEKt3euHGjsrKS3vjq1auNjY0IgowcOVJXV1fig2NhIeOvv/4qLy9nYhkUFDR48OCjR4/m5eXV19eXl5enpKSsXr26T58+T58+Jb2EPkaSBdLy9EIgoqOjEQThcDixsbH0PmebNm2io6M/fPgA5vfR0dECyTgJBAw/rqiooLKBp0i31wAdOnS4c+cO8fi9e/cYpl4LTa9evRhaQveDz+fn5+fzeDwDAwMm88hfi9OnT9MstbTImzdvnJyciMc1NTW5XC6VD0/ULRcCHR0dKrk1KsAPNilE95uIjIxMjx49cnJySM/iXq36+nqaDWojIyMXFxdc0m/37t3Hjx9fV1dnbGw8depU3KyC5mOSZq0vHDt27Bg3bhzxg96+fXuLfyxWVlavX7++detWZmZmmzZtBg4cSONnCoqpqampqSn83/bt20+dOlVcjQtNv379YmJiSE9JdPlyzJgxAwYMIK4BcblcUCxz/vz5Fy5cePToUYtNPXjwwM/PTyKjRBAEQbS0tPbs2SPEherq6i4uLqRlFDw9PWliZ1hYWH4DunfvPnjw4KdPnzY2NsbFxc2ePZvG+OLFi+Af06dPl8roWFjw1NTUBAUFMbEMDQ0FYXQcDmfUqFHm5uY1NTXXr1//559/ioqKHBwcnj9/DlNIIG/fvkUQREVFBbdTgoVUlOc/h3g39MF2wdixYxnaQ0/AwMBAvCPBEhwcDHqhCUCFSebFxcWCti8FFfrdu3cz+TTbtWv35cuXpqamHTt2tG3bFhxUVlZeu3YtNpHhN4DU/WbOjh07qFqmyYH/WVWdaGrRYRXsHz16tGPHjrVr10ZHR+Pk5ak00nr16oWL4efxePLy8lTdjRgxgvS4o6Mj1eCxev44+vbtyzCHXxIkJCRg1Tp0dXUZ5iP8ByktLVVTUyN+gioqKkxqBIhCQUGBlZUVtlN1dfXo6Gho0NDQsGXLFrAoRhMpMHLkSImOUxTKy8stLCyIf2sSDftnYWFpJRw8eBD81Y8ZM4bGDMbPy8vLS1quuKGh4dK/iFhMlw2hlzKSC6H/8ePH1atXoWQYQhtC/+HDBzCZVFRUxKZVNjY2urm5gcsnTpyIu6qpqQlsori4uIh38L8fYnbgwXbB9u3bGdo3NTWBCExi3SkxAouBr1u3jsoGZDCqqqoKkcgqBQf+8uXLVBNTiI6OTmJiIkqRsDpixAjmGmxZWVlOTk46OjoKCgpmZmYHDx4URb9NEoi4/ExTFu7169ekKvTXrl2T5g1iSUpKIr0LFRUVsN5UVlYGhW0AHTt2xEq4NTU1EYONtbS0SBUfRo8eTdodl8sF1RaJcDicoqKijIwMZ2fnrl27ampqjho1ChTNon91f64MT1NT04sXLy5cuPD8+XMqWQQWQFJSEq42gY6OTkJCghS65vP58fHxq1ev9vb2PnDgANVssqysjGaP3cvLSwpDFRoej3fkyJEpU6b069fPxcXlzJkzIkoqsLCw/CqUl5cDV0dGRubz589UZqdPnwbfZpMmTRL7GL5//x4dHR0WFib21HrWgZcyknDgg4KCevfuTdzdoXHgFy1aBGxCQkJwp+rr62F2WEZGBvZUbm4uOE7jr7EAxOzAq6urIwhy5MgR5peAjR3hCrAzJC0tDbwQVKEBMLrY0tJSiPal4MBXVVXR7Ivq6+uvXbv2+/fvKIrevn2byowoV0ZKTEwMsciWtbW16Jul375927Zt29SpU11cXLZs2SLKsq4oycAt6o1lZ2djs7j79+8vdB14cbFx40ZcsrGysjIQreXz+aTpKvLy8jj/PDY2dsKECdra2vDz7dix46FDh3CRBY8ePSKtsubl5UXzVP38/IjB57NmzeLz+TSJyubm5lJ9jiwiUF1dvXfv3tmzZ8+cOVMUyX0aUlJSjh49evbsWSa1FYm8fv2aKp/8/v37Yh+tWMjLy9u2bdusWbMCAgKksyDCwsLS2oBBhTTVjidOnAhsYmJiiGerq6vDwsJGjx7do0cPJSUlTU3Nfv36ubq63rlzh7S1oUOHIgji5uaGoujNmzc1NTVB43fv3sUadOzYUcS+cP7k/fv3XVxcOnbsKC8vr6OjM2bMmEOHDpHqfdI78I8ePfLy8urevbuysrKGhsbAgQP9/Pw+fvxI/uxaorGx8eDBg9bW1u3bt1dUVOzZs+fEiRPPnTtHNVdsbm4+efLkxIkTwY2oq6v369fP398fq/KLBTxeqggLmAUWERGBPQ4+ggkTJoAejx07NmzYMG1t7T/++MPMzGzevHm47qjk3+BjwaomCVTDm1SxGKF24Pl8PgyLI41rXrt2LWhhw4YN2OPx8fHg+Llz55gP77+JmB14kA/JfOGkuroaBD2ampqKdyRYeDyelpYWgiBycnKkdci3bdsG3pi1a9cK0b4UHHgURdetW0f69wPQ1dUFhc2XLl1KZePs7NxiLxUVFaSxsgiC7Nq1S5Tx37x5E3wKEHV19cuXLwvXGv3ToOfAgQMJCQnx8fFUpeABlZWVaWlpIgaPiZHU1FQPD4++ffsOHDhwyZIlBQUF4Pj9+/ep7nT69OnYFvh8Pm6jHkCsXHDjxg1sVTNFRUUgPEnzVEFoH5GYmBia8n5qampSenzM4PF4N2/e3LZt27Zt227dusXugjLn7du3np6ehoaGHTt2tLW1pSn5QUpubi52isDhcNzc3MrKygQdRkhICDGQ3s/PT9B2pMPWrVsVFRWxQ7WxsSkvL//Z42Jh+c/A46EnT6KzZ6N2dujSpehPUreOi4sD3wADBw4kNaiqqgI/sqqqqsR4scuXL1PN3BAEGTNmDHEDBjrwDx8+xP58t+jAC9oX1oEPCgoiTXQyNjbOz8/HdUTlwNfX17u7u5P2zuVyg4ODW3rYeLKysqgqklpYWBDTxPLy8sDYiCgoKOzcuZPYhYgOfGVlpY2NDbDR0dGB2zkKCgrYWbTkHPgHDx5cwgDFtqgc+PT0dGAwZMgQUoOXL18CAysrK+xxmC/88uVL5sP7byJmBx6UC+7ZsyfDiOtTp06Bj0qixYRRTCW5Q4cO4U7x+Xyow/Tq1SshGpeOA49LBCXi6uqKoiiN5NXQoUNb7OXs2bNUl/fv31/owRcVFZFWMldUVCR+azOBoYQGKfC7j8PhTJ8+nUkZDFKePn3q5ORkYGBgaGjo5ub2+vVr4doREbj8RERHR+fChQtwMxPq3xBJSkrCNVtfX3/nzp19+/ZdunQJxNTx+Xwq2VsaLX0HB4eIiAiqs506dZLy46IhMzMTJ0c3cOBAQbeCCwsLz58/v3Pnzri4ONLlwt+S6OhoYoiQl5cXwxWQiooK0lfLwsJCiOSdx48f29nZ6ejoaGhojBkz5vbt24LfkDSg+rIF+y2tioyMjNDQUG9v79DQ0J/1RcfCIn4+f0b790cR5P/+43BQb29U6no3jY2NIIIVQZB3794RDWAq6IwZM3CncnJyoAeur6+/cOHC4ODgFStW2Nrawp/mpUuX4q4CzqGdnV2XLl3AhdOnT9+wYQMMoSd14IXoCzrwcBJrbm7u5eU1f/58U1NT6M937NgRt3ZJ6sDzeDwoVCQnJ2djY+Pn57d48WJQlwQg0FQ8Pz8fVERDEERXV9fV1TUoKMjDwwMmDFpZWWEDBIqLi6Gesaqqqq2t7apVq2bOnImtyEPMIxbFgbe3t3d0dFRSUoqKigJbSrW1tSEhIeCBq6mpwS3uoqKi9PT0/fv3g9Y2btyYnp6enp7e1NQEDIR24HHAGFWq+fO5c+eAQWBgIFUj4Anj4q8XLlyIIAiHw/n69WtoaOiwYcN0dHSUlJQMDAxmzZrVaiPpfgpiduCLi4uBdlpQUFCLxqWlpR07dkQQRElJKS8vT7wjwZGXlweigjU1NXNycrCnoMQdjRAXPVJw4N+/f0820/sfFBUVGxsbaXbgmWhCbN68mepyUdIcaJpdvXq1EA3CZDDRMTExqa+vF3QAwcHBuIVkWVlZ3JevdIAvMA329vb5+flUi9YI2a87KeHh4aSX9+3bl6rlXr160ZSLI85FJERDQ8Ply5c3b94cHh5OWkH0+/fvpD5kp06dGGqJ8Xi89evXY2XDNTU1jx8/LsRoq6qqAgMDzc3NtbS0Bg4cGBoa2tDQIEQ7gI8fP75+/VqUFugpKSkhXZ5DKEI9iYCVX1IuXrwooWH/dGgE/LOzs3/26P4/zc3NS5cuxa7QcbncP//8s7WporCwCMPo0f/jvcP/wsOlPxaYM7xx40biWUdHR3CWmGizZs0acGrx4sW4hLjU1FSg6UNcKwfOISAkJIT4F03qwAvRF7Zqr4KCwrFjx7Bn4+PjoeLy7NmzsadIHXi4Y2FmZoZbTIyPj4clfpiv20JpXldXV6zYc1lZ2ZAhQ8AprAA2/CDMzc2xEex8Ph861XJycrjvcFEceEVFRVlZ2eTkZNxVK1euBFedOXMGe5wmB768vBzuooui+9OiA79hwwZgQJMSAvXnsYGuQINJQUGBartoypQprLwrQMwOPIqisbGxwLGZOXMmjVt+/fp1KAEtHbdn69atoLs2bdr4+vqeOnUqIiIC6nVpaWkJtxWMSsWBxxXuoqKwsJC00B3g9OnTLXa0d+9eqsu7du0q9PhJdfUAdnZ2QjRYWVmJC8gXBUHfwMePH5OGgcnKygo9825ubs7IyLhy5UpqaqpAvhZpASoiXbp0GTZsGNXZKVOmMOmLz+cHBgZiM+Q5HM7s2bNXrVpF1bKFhQVKITqooqKCW02TEElJSbDMBGDixImlpaVYm127dlHdQjizyRxVWgfRBW1qakpLS4uNjU1JSSF+1u/fvwcrm1iMjY1xA24RPp9/4sQJ+CsoKys7f/58IYLSW+TAgQNUj87e3p5JC1SlHxAEWbJkidgH3Bpobm6miVvBTch+IuvXrycdIaswxPLLk5VF7r0jCNqjh/SH8+TJE/DHZWRkhDtVVVUFcm20tLSI6eKjRo1CEERZWZl05gB/fHHC9dCBt7W1JR0PqQMvRF9YB55Utvbhw4fgrLy8PDZfmujA19XVAU9YTU0NZhFiSUxMBHMzqkwEqq4HDBhAPFtYWAiUfeAPWXZ2NmhfXV2dVAUmICAANLhgwQLscVEceARB5s2bR7wqJSUFnMXliElOhR7SogO/fPlyYEDjd0A1+/fv38OD2MmPnp7e3LlzV61aNXXqVGyOw/Dhw2FMwX8Z8TvwKIrGxcWBDRkul+vq6hoeHn716tWXL18+e/bs/PnzISEh/fr1g5/EggUL3tMixoEFBASQ+l2dO3dOSUkRulkpOPCxsbHEYeOQkZEBxcNcXV2JZ0eOHMlkz4Rms3TOnDmklzQ3Nz969Ojw4cMXL16kUhAhHRJg/PjxNOMpLS1NTEx8+PAhiEZ+9erVvHnzhgwZMmbMmGnTplHt+wmKoJquCxYsoGqKSewJkaSkJBMTE9iInp4ecwGP6upqhgXq+/TpQ3Vq0aJFzEebm5u7ffv2BQsWbN26NTU1Ff3fX2gcK1euRFG0rq5u6dKlWJW7Pn36PHnyRIhnJShv375VVlYmDmzIkCHYAG9nZ2eqW5g6dWqLvVRXV1OV7O7VqxfW8saNG9jVhM6dOwMxQgiYIRHx8PAoLS29ffv21atXmYQsrV69mthIjx49xB7YD3+qSbtj0gK2LA0OqcVoSBlYgYUUhoKjkqaxsRFujuFo06aN5GI6WFikwfnzlA48gqA/o/Iu/GlIS0vDHofpNqQLmklJSQkJCVS/p3BjH+drQeeQmECHNcA58EL0BacH2traVLu+9vb2xK8+ogN/5coVYLZ+/XrSdlAUHTt2LIIgMjIyTCrteXt7gwZjY2NJDRwdHdu3b29oaAhmC3AjcMuWLaT2ZWVloES5trY29riIDjzufYB9kb4VrcGBh2nLNGo448ePBzZQbrm2thb6aEFBQVgvnc/nR0ZGwjk/82JnvzFiduC7/guxEJfQiHeEz549mzVrlr6+vqKiorq6uoWFxbZt20SUU5aCA79v374WH9SwYcOAMagDD1VG/vjjj3Xr1jGvA09adbxNmzakiynJycnY5RhZWdklS5bU1tZ++vQpJSUFPlgaGTMqj7esrGz27NlwjisvLz9s2DCczrmampqTk5OFhUWnTp1IG1dSUjIyMpKVle3atStWlQ3HiBEjBPo4qAqtIf8qEQjE/fv3SVXfmVdzuHfvHo2oDMTY2JjqVHx8vKDDxkKlhK+hoYEtivPx48eYmJjIyMi///6bVHVWEsAfEiK3bt2CZnACQYRYqhRHY2MjnAeQAiPErl+/TnTbOBwOXK8pKCigaoTL5WLfE0dHRxrF3ffv31Nt8K5Zs0bkh/o/0AhSmJmZMWlh2rRpVC2QRpP+HvTq1YvqrluJfk9mZibVCBFhJWNYWFoLFy7QOfA/o7AoTIjD7alOmjQJHH/69Cnz1pqamu7fvw+DsKgceFDAiAiNCr1AfUF/0sPDg+pymDK9ePFieJDowMNCoTS50PD36N69ey0OG2T/cTgchsuRsBAAjRSItbU1sMEG2IvowIPNORxfv34FZ1uhAz9v3jxggK0Aj8POzg7YgH0gFEW/fPkSEBAQEBBAFYMWGRkJLtHW1uZJXaiitSFm95jmx15oxDtCSSAFB77FPGcOhzN//nxsLjePx3v37l12dragnlJ9fb2vry/WVTA3Nyem36Ao+u7dO9KVGrAACXBycsrPz6fKklVSUsLGQX369On27dtpaWnfv3+nEvnEoaGhAdZZw8LCcDJa6urqMTEx169fP378+LNnz1asWEHViKC7fKRa7gBcEhcTqLYfNTQ0mJfuKy0t9fX1HTx4MI0n379//0GDBhGP29nZiS63/vXr1+nTp2MjXAYMGNAa/BCaFwm7iu/r60tl5u/vT9N+QUEBVr2GFFjvgMpn09PTA79G169fp28KS5cuXai202mW/MRe8oMm/uLPP/9k0gLVXcvJyeXm5op3tK0Hqs8Ip8r7E4FCwaTAWRcLyy/J27eU3rux8U8ZUV5eHvjjgr8IKIpWV1eD+Hl9fX36y/Pz82NjY7dv375w4UJra2vcpIvUgVdWVqZqjd6BZ94X/IGgybuB0eDYYklEB54mlpMIkyJHYL7UoUOHFi0BFhYWoHGaNGxYcPfRo0fwoCgOvJaWFulVrdmBh3F5Z8+epWoETn2Z/8rz+XyYfM3+AOHrNouIuEKaWXBAkUwqUBQ9dOjQy5cv79+/DwKGZWRkcHm/DFFUVNy1a5evr29ycvK3b99MTEwsLCxIoz23bdtWXV1NPF5bWwv/ffny5UePHiUmJiooKNTU1OAs5eTkQOBxTk7On3/+effuXXD8jz/+wDZCQ3l5eWxsrJeX15AhQ9zc3B48eNDY2KilpeXg4NDY2DhjxoyGhgZg2aNHDw6Hg5ItM9FI95NiZWVF5XJghWGYUFlZmZycTHqqvLz8xYsXgwcPZtKOtrY2yOLesGED1XKPgYHBoUOH1q9fv3///ubmZgRBFBUVV6xYERgYSJpaIhAaGhpnz55ds2ZNcnJyXV1dnz59rKysaIKEpUZ9fT2TUzNnzgwPD+fxeDgbWVnZGTNmEK8tKSl59epVZWVlWFhYbm4uzQBUVFQ6dOiAIEhRUVF2djapTVFR0Zs3b3r37g1/yJnw6dOnvXv3kubew+A60pEz74IJNjY2w4YNg8mEkLZt28INE3rs7e0XLFgQFRWFPcjhcLZv3w5/rRmSmpp64sSJ3NxcTU3N4cOHe3l5kYa3tAa8vb0zMzNBYRR40MTEBG5G/XS6d++uoKDQ2NhIPKWgoCDoR8PC0rro0QOZOBG5do3kFPV6rkTp1q2blZXV48ePi4qKHj58CPTV4uPjwTSGVEoGQRAURU+fPr1161biL5Guri5QiabqsV27dgKNUJS+wO8gKXp6euAf9BO/qqoq5kMlnZ3iqKysRBCESi+Nqk0VFRWaKGN4L9+/f2fYLD1UNXpbMzD3qry8nMoGnoKC/y3C4XAGDBjw9u1bBEHy8vL69+8v2jB/bcTswDP5gyKPVfEAACAASURBVGERAltbWxkZGT6fT2+WkpKyZ88eKBMqCnp6ek5OTvQ2Dx48YNLUly9fZs+eTfpnXFVVFRUVNW3atCFDhnz79g0eZ+i9A7Kysnx8fCIiIuDzKSkpKSkp+fLlC9bs3bt3cnJyP378wF3u6ekJU3EYsnDhwr179xYXF+OOGxkZUf3EUgF2UKnOVlRUCNQagiAuLi6bNm0iOqIIgri5ubVt2zYsLGzTpk1v3rzhcrnGxsak+eFCY2xsTBOo/1MwNDSkmlJgd85NTU137drl5+cHljYAsrKyYWFhJiYm3759a9OmDQhKr6+vX7du3d69e5uampgMYPr06cCHxL7hRMBnTeN4k3Lnzh1SBx6K8RKhmUUJB4fDiYuLW7Ro0aVLl+DBPn36HD58uHPnzgwbiYyMHD9+/M6dO1+/fq2goDBgwIB169bR5MYTQVHUz88vLCwMfg+cP38+PDz8+vXrwi1lShoZGZnIyEgPD48zZ87k5OS0b99+1KhRc+bMaT0rDioqKh4eHkePHiWemj59uhgT5VhYfg7HjyMuLsi9e/93RE4O8fdH5s79WSPy9PR8/PgxgiDnzp0DDjys/0qVauTt7Q1Di01MTCwtLU1NTY2MjAwNDfX19X19fcPCwqi6E3TtXpS+iFMmSGFhIfgH/YIC/M65fv06UeoVR4sGCIIoKyvX1tYyn2iBAdTU1NTU1FBtWJaWluJG2yJgHeF3Av7mwjABIsApUFVVpZmuEOnWrRv4R11dnQgD/B0QswPPIiF69Ojh4OBw9erVFi0vXrwoFgceR2Vl5atXr75//25sbAz/Mpmv12RkZFCdev78eW5uLr1vQ09mZibcuofgvHfAjx8/rKys6urqMjMzURQ1MjJatWoVyPmvqKh49epVQ0ND7969qTLqIWpqanfu3JkzZw5283z06NFHjx4FoW7M0dHRkZeXp3IFQYFWgTA2Nt60aVNgYCDuuIeHB1yRUVVVFcg1+ik0NTXdvn07KyuLz+dramqOGDHCwMCARribijlz5pAWcWjXrh1MLAT4+PiMHj06NDQ0PT2dw+H069dvyZIlsbGxOjo6ZWVlCgoKVlZW27dv37ZtG9ZTpUdGRgbUNUUQRE9Pj2YZTojPGkGQb9++VVRUqKioZGdnp6SkNDY2mpiYDB8+fPz48bKystjFCAisgiNGNDU1L168mJ6enpycXFNTY2pqOnLkSJxiRYtMnDgRZhgKwYkTJ3bv3o07mJub6+rqmpqa2hqCQUgZOnSooGE70mT37t1v377FhVcMHTqUZprOwvLLoK6OJCYi8fHI/ftIcTFiaIhMnYpQi1NIAVdXVx8fn8bGxosXL+7bt6+pqQn8fvXt2xerdAt58OAB8Kj19fUvXLgAY7whNDsEgiJiXzSb8+/evQP/6Nq1K00LcPWZy+XSFK9ljo6OTn5+fmFhYXNzM+kPFoqi4CcbzD3gAD5+/EiVnQdvk6G6MIK5/d8GuJHz9OlTUgM47Tc2NoarSJ8+fWpubuZwONBLJ1JUVAT+oa2tLc4R/4r8pND93wop5MB/+vSJoesiSrV2UpqamjZv3oxNax8zZgwolsYwupseW1tbEf8OmayzQjQ1NVEUbWxshJoltbW1/v7+2Px5FxeXwsLCFp8Mj8e7e/fuzp07w8PDHz58KPQTnjx5MulQjY2NhU5Nv3fv3vDhw1VUVBQUFPr373/u3DnRs9ylyYMHD4gBup07d6aSiqWBz+dDaVyIsrLytWvX6C8sLy8nJrcL4QcuW7YMtmlra0tqY2lpCQz27NkjUOMguA43qgEDBqSnp69du5Zob2RkJKJmZ6siPz//2LFjGzdujI6ONjMzo3pKovx5svD5/DNnzri6ug4cONDV1fX06dO/1pcJC8uvBZwSXLt2DSbUhIaGkhpDcZ8bN26QGkCpMNIceBqNOqKBcH3BlGwNDY3q6mrSC2FONVa0nJgDHx0dDcw2bNhANez4+PjIyMjDhw8z+ZqCIZOJiYmkBlAEF6g1bdmyBfzvtm3bSO3Ly8tBQLi6ujp2ACAHfujQofTDIM2Bp/qMWnMOPI/HA5We5eTkSJV6tm3bBlpYu3YtPAg1DmgUUoFsNofDoer6v8PPceDr6+uhLPNvgBQceDc3N6q5KQ4DAwPxdk0q4q2url5YWBgREcFwVFQVthAEWb58uaA7dVh69eolUAyYvLw87gYdHByIZt26dZO0n1NVVXXkyJHly5d7e3sTleeUlJQeP34sYhd8Pl9qYu/01NXVlZeXMzR++vQpTRTx4cOHhRjAnTt3HBwc9PX1zczM5s+fT1pCFgdNdTSBGDJkCGwT5GbjDFRUVGCRmLKyMiYFBVoE6P+fOXMGhpPIy8svWrTot/nibW5uXrVqFXbdjeZ74MCBAz97vCwsLCyMgMXS3NzcQNwch8OBSqg4oNw3rMWFpaCgAGbJie7AC9cXVuV08+bNxAvv378Pzuro6GCFe4kO/Ldv38BmUps2bbAFbiAfP34EPwqwcjs9MD1h+PDhxLN1dXVgFx3WQ83KygL2mpqapIsRsA48Ts8YpNlraGgQtdNzcnLg/txv48CjGN8B6Lxg4fP55ubm4CzWV4dRxlS1e2NiYoABrLr1X0aCDnx5eTmxVuSdO3d69+4NXlYtLa2VK1eSVkf4tZCCA888vFaggt4t8ubNG6pp8eTJk3/8+MEwe3zKlCk4iXiAjIzM06dPmd8dNhAAQRBLS8vc3FyBNkU1NTVnzJixbt06oKt/D5v89r+Q/tKIixs3buBSkbW0tIDsh6qqqpOT07t37yTXuzS5du2aqakp+JPX1dUNDQ2ll9Y/d+4c6asCUVFRoaolK15azKRgiIWFBbbZ4uLiuXPnqqurIxifU0VFZf369aDW4+3bt3GilcrKylOmTBG031WrVoEeCwsLMzMzsSVVfwNIq9xTERUV9bPHy8LCwsKIpqYm8BOgrKwMNj9o3JW9e/eCbzmixvubN2969OgBvwZfvHiBPSuEAy9cX1gHnsvlhoWFYS+Mj4+Hgmc7d+7EniI68CimkpylpWVOTg72VGFhIQxrbzHCDtDc3Axj/ebMmYMt5NTQ0AA3xlevXg2PwyJEgwYNwoVqhoaGgqmOnJxcVlYW9hQMvtu0aRP2+IcPH7CxY+J14InF0isqKq78C/ZmBYWJA5+Xlwd2YjQ1NXGfFBRadnR0xB5vamqC+fCrVq3C1faLiYkBfxccDicpKUnowf82SMSBv3LlSs+ePREE6dq1K/Z4XFwc0Rvs06cPKAP26yIFB56h7pSWlhaT2G/m0BSjAoJwPB7v6NGjFhYWysrKenp6AwYMIFrKysqeOnUqMjKSdC1g5MiRVFudSkpKIDyew+H06tXr/PnzlZWVYNc6MDDw2rVrIELJ1NSUycPBweFw5s6d6+/vT2UgaHF45mRnZ5PKihoaGn7+/Jkq7ovP55eUlPxawaukevjDhw+ncibT0tKYpIro6ek5ODicPXtWck+Dx+OJK2t6zpw5xPY9PT1JnwyImCgvLw8ODnZwcLCxsfH39wd7L3fu3Bk8eLCCggKXy2UiS4vd+f/NqKysFEiYFzdzZWFhYWnNeHt7Y7/BDh48SGWZl5cHNjY4HM6UKVP2799/5syZrVu3Ojg4gBkXrF1qZGTk7+8Pq74L4cAL1xf0J+3t7cE/jI2N582b5+3tbW5uDqeFI0aMaG5uxg6A1IGvr6+HHq+CgoKDg8OqVavWrVvn4uICfxQYli8FJCcnQ+mizp07u7u7b9y40dvbG67gm5mZYT3JoqIimPXZtm1bBweHoKCgefPmYRUKiJ4ztsaKra1tWFhYVFTU/PnzwVL+ihUrQCCqWBx4KC9taGgYERFx5MgRGE/67NkzOIx//vmH+VPCwcSBR1F069atwKxNmza+vr6nTp2KiIgYPXo0OKilpZWfn4+75PLly/CV6NSp06xZswIDA2fOnImVPKCpR/ifQvwO/MmTJ+HTxzrwNTU1VLnKpBPcXwgpOPCkjjGOsWPH4la5RGfjxo00Pd6/f594SWRkJNHz4XA4NJr20dHRxIRnDodz+vRpFEUrKiqo8qYAx48fJ22WiQNGkzfbp08fhk+puLh45cqV1tbWVlZWCxcuBAIBNEBVMyLnz58n2n/48MHFxQX8cKqoqLi5uTGJAP/p5ObmUnnj+/fvJ71k5sz/x96Zx9W0vY//7Oa5VEgqRSHkFkKmlBAZInIRCt1yM2TMLEOUKVyZM1+zTLcylKnIEJEkjSqlNA+aTufs3x/799mv/d3DOvuMhfX+K2t41rP22eU8az3DHIEfGREnJyfp3cZj/7Oyh9btH0GQFy9ekCQ/ffqUScipU6fAWnG53Pr6eqofPhWJ13tvPQAcZ6g4Ojq2tL4QCAQiBMTUXwoKCiUlJYDBFy5coP3fR0ND459//ikuLiZm+cbNNhEMeNHWwg349PR0pkT648aNo3rj0hrwKIqWl5ePHDmSVo6iouKSJUuobupgnjx5wpSJaciQIVQjMz093ZIh06GysvKePXtoV2EqUbRgwQIejydBA76yspIUiPflyxesS8YGPIqiq1evpr26MzExef36Ne2Uf//9l+kbjqqqKsmD43dGwgZ8bW0t8degc+fOeNfZs2exRm1t7fPnz7958wa//FRSUqKNZvlZkIEBD05t9ddff2VlZUlj3RMnTgDWpY1GxrOYsMff37+ysnLZsmXYHx0FBYVBgwbFx8ez13P9+vWk/1Ts7e0TEhLc3NzatWunqKjIZMwDvLVZxlDdvn2bVMRSUVExNDQUMAVQu3LZsmWkwW/fvqUWI9HW1k5OTmb/fFqEnTt3Mm2TyaYSwZli9erVUtKfKfGEgoIC9T+kUaNG3bp1C3cFxFBUVKT9zwZQHd3V1ZWNbmxKcLu5uUn6kbQWIiMjWbwaHA6HM2zYsOLi4pbWFwKBQIQD90hn81UkKytr3rx5f/zxh4aGho6OTt++fQMDA799+4b3+vj4uLi4LFmypLq6GmsUzYAXYa3Pnz+vXr169erVWDKziIiIMWPGGBgYKCkpdezYcfLkybdu3aJVgMmAx4iMjJw+fXqnTp1UVFTatWs3ePBgPz8/kb8JV1dX79y5c/Dgwfr6+ioqKj179pwyZcqFCxeYxnO53JMnT44bN87Q0FBJSUlHR8fa2nrVqlW4qUzLnTt3xowZY2ZmpqysbGhoOHHixLt372Jda9euXb16NSnuWDQDHkXR+Pj4IUOGaGpqamlpdevWDbewZG/AY4t6enqamZmpqKjo6ura2toGBweDk0zV1NQEBwc7OTmZm5srKyvr6en1799/w4YNP7WpKHEkbMDjeQW1tLQuXLiAhXRi4DGcRNvGx8cHayTmIfzpkIEBf+PGDcCXVPGznTFRVFQEWHfp0qWk8Y2NjSIUMfb09MQlFBQUgGOkmfj48eOGDRumTZu2ZMmSGzduELuSk5MBqzPZ9mzyfxQVFdGW+kQQJCEhgWkWoPwJ1fVr4MCBtCNJQXF5eXkJCQnsE8XJgMWLFzNts2vXrrRTmOqyAGjXrp2UHOk/f/5MMsgxNm3a9Pz5cwcHBw0NDQUFBUtLy7CwMMz3r6ioKCAgYMSIEUOGDPn777+ZPGKwyoW04OnomWhoaAgKCgKnCcBg+lb0C5Cens60aw0NjaCgoFmzZq1YseLWrVs/V8gJBAKBQCAsqa6u/vz5M9VHAPI7IGEDHg9xISUN4nK5GhoaHA5HTk7u+/fvePv79++x8RMmTJCsJrJEBgY8uOgu06HUjx8/AgMDbWxstLS0evfuHRAQIEJmdSZPIQxSaROwwc/E/PnzY2NjiS+GONTW1h44cMDLy8vDw2Pnzp1lZWX4a0YLbZr9sWPHsvHCAnhGkHKQEmHyIuNQfnG+fv3KNBJBEOzMOzo6mljtzMnJ6e7duzNmzDA1NdXQ0LC1tT127JiwHmVgwNL4fH5+fn59fT1tADyGnZ2dsE8GANi9UBzev38/dOhQfCFdXd2DBw/iNiGfz29oaIiMjFyzZo23t/fu3btZHmkvW7aMaS+knC4k+Hw+y7SRkk1m2Qphqp3u5+fX0qpBIBAIBAKBSBEJG/C4sUe8e0dRNDExEWu3sbEhtvP5fOzC9qcO15SBAQ9OuXzv3j3qlMLCQnNzc9JIIyMjYV2Mnj59Cggml5eXT09Pxwc3NTUJlVyKiJycnKenp5j+rnFxcaTk4Xp6epcvX2aqY6esrFxTUxMZGdm3b19FRUUEQbp06XLw4EGW1dfmz5/PtJ3+/fvjw7Kysm7cuHHnzh0sdh0vmkJCT0+PlNCR6O9E5fXr1+fPn2dTRc/JyYmUz1MEGhoaduzY0b17dwUFBQMDg2nTpmVmZhIHlJaWLliwADuqk5eXB1ynMxVxjY+PF6ooIAaeIiEuLm7//v07d+68d++epM4s+Hx+RkbG7du3X758SfqzVlxc7ODgQNREXV0dD+8vKCiIj4+nNekBIdzgInmAMxF5eXldXV0DA4NRo0ZFR0dLZO+ypLy8/NmzZ2/fvmWZGjcjI4NaJqB///6/UpV7CAQCgUAgECoSNuCxIpD6+vqkdjyZOTVUA8tsp6WlJVlNZIkMDPiZM2cCDJjAwEDqlKlTp9IOHjFihLCrg8Pat2zZQhwMSFbHhh49epDMJPaUlZWR6m9hKCsrM6UP8fb2xqc3NjaCs+VRmTt3LtNGhgwZgqJoYWGhu7s73ignJzdv3ryysrKQkBAsZwmOrq7ugwcPSPLPnDkDeFa0RcWZoKZFFYqqqiobGxuSTBUVFVznoqIiU1NTNpp07twZT4RL5Z9//sFTwrIBO/vLzc3FU5ti9OnTJykpieXuXrx4sXPnzuXLlx87doz9ERLJesdAEGT37t3ENAc2NjZxcXGkudOmTaPOtbOzAxR7O378OOA5zJw5k6XarY2ioiJPT0/84EZTUzMkJAR7DuAiozU1NRs3bhw4cGDHjh0dHBzwQAYIBAKBQCCQXxgJG/BYtTNNTU1SO27DXLx4kdSFWVxt2rSRrCayRAYGPNV2IkLN41VTU8MUi44gSEFBgVCrz549G7D6nDlziIMzMjJorWgSgFv9vXv3ivaUAIEGixYtGjVqFKlxxIgRwlrsRBobGwEm67Jly+rq6rB6iiQGDhzY3NyckpLi4+MzePBgJyentWvXlpaWEoVXVVWtW7cO8AC7desGSGZORUwnl5UrV9KKNTIywu72mVLrq6qqYud6HA4HQZBp06YJ9DPPzMxctWqVs7Pz1KlT169fv2jRIgcHB6ZKileuXMnNzaUNVtfX1xcYl1FdXU2ypbW1tZnKhvP5/KtXr/r7+3t4eJDK/BChOhEoKCiQ3GQaGxtDQkLw9IfKysqrVq3C0wtRqaiooM22gKOnp9f68xpSqa6upk3I16NHj44dO3I4HB0dHTc3t4yMjJbWFAKBQCAQCKRVIGEDHo9LJN5icblcLLs4giCkjIW1tbWYIQdd6MGAv7ufOXOGNP7jx4+A8U+ePBFqdYDjLofD0dDQmDBhQmJiIj7+y5cvU6ZMId0wkxg2bBhT16hRo0R7SoAiZA4ODg0NDa6ursSDg379+hHVFpbDhw8zLaeiopKTk4M7nlAxNTVVVVXt3LnzvHnzSAZtVVXV0qVLwbkA5eTkIiMjr127BhhDQl1dXeSdov/zlKEFu4QnFo8hcfny5efPn9+/f1+cDKINDQ0+Pj7Ej09LSyssLKyoqAhwYCSwXijRPwIHQZDbt2+TRubn5w8YMID18ybTrVs36upcLvfTp0/v3r0TmLjx+vXrApdQVVWllqxr5QQFBbF5eioqKo8ePWppZSEQCAQCgUBaHsGFsoWiS5cu2A/E8mNXrlyprKzkcDgDBgwgfcu/fv06n8/ncDjUaEYIkYaGBqYuBEEmTpxIasRqhjMBPg6g8ueffwIuzGtra2/fvt2vX79hw4Z9//6dw+F06tTp6tWr1dXV69evpw2Jt7S0BNxdl5WVCaUeDoqigC5vb++bN29i7xtGYmKio6NjZmamaMtFR0czdbm4uJiamuInO1S+fPlSX1+fnZ0dHh7evXv3Z8+eYe08Hs/FxSU0NJTL5TLNlZeXj4qKGjt2LNOlNC3CfuhEuFxuQUEBU29OTk5zc3NxcTHTgIqKCjs7u5EjRwqlMAllZeUjR468f//+wIEDq1evPnnyZHp6+t9//71161bACxMfHw+QmZmZeeXKFWo7iqI7duwgtUydOvXly5ci6//58+esrCxSo4KCQvfu3f/44w+BWeW/ffsmcIn6+no3N7dDhw6lpqYKpVtDQ8P79++xTLZCTRQfwC8RkYaGhrlz5/J4PGnrA4FAIBAIBNLKkbAB7+npif2wefPm8PDwioqKuLi45cuXY43jx48nDn758iXeZWVlJVlNfjEA9rOqqirVf9jExITJQtbV1RW2WFe3bt22bt0qcFhcXFyXLl1evXqF/XPdunXbtm1rbGwkDZs5c+aTJ086derEJCctLW3QoEFY1VCh9ASUZzMxMTl//jy1vbq6evv27UKtglNSUsLUhR1bYOdWAqmtrZ0zZ05zczOHw7l8+TLY5uRwODweD4v3trW1ZW8SDx8+nOVIKoqKikxZADkcjra2toKCAuZlQ0vbtm1FXppEr169Fi1atGPHDi8vL+w08M6dO4DxVVVVGzdunDx5sru7e0hISFVVFbEXf1epvH79mmguJiQkgBMKsgE73hINls+woKDAz8+vd+/efn5+TU1NAseXlZUtWLBAU1PT2tq6S5cuBgYGx48fJx5ySRu8kq1AcnJyXr9+LVVlIBAIBAKBQH4CJH6nz2QnaGlp4f7zL1686Nu3Lx4pKicn9/HjR4lrIjNk4ELfrl07pk/Q2NiYdgqtvcrhcA4cOCCaDpcvX9bV1RX4RqmqqiYmJqanpzMdOqxYsQJF0aSkJIH5xvX19V+/fs1ew+/fv9OakUpKShs2bGBapVOnTqI9EDc3NyaZK1euRIEu/VSePn2KouisWbMEjtTV1cV1uHHjBuBwB0dNTS0lJUW0bWKMGzeOVrKCggJWze7PP/+kHaCqqirV6vTgqgekSIT27dvHxsbic0+dOsU0EUEQolv7wYMHBT5kgeTm5oq8ze/fvwuV249DlzGURHV1NW2OBn9/f5H1FBZS6kEwly5dkpliEAgEAoFAIK0TCd/AczicgwcP0pp5mzZtwv3nMzMz37x5g/7PXXPx4sU9evSQuCa/EsSk1iRov4JzOJyZM2eeOHGCGB6spaUVGhq6aNEi0XRwd3cvLS19/vy5mZkZYFh9ff2wYcPOnDnDdI+HOc1aW1vj/hdMlJaWzpgxA7uaZkPbtm2vX79OCtPQ1tY+d+4cwPgh3cqyx9XVlakLS8VPm2mcCcy/ms2FpIuLC1GHp0+f9u/fH/ungoKCq6url5cX0XDt0aPHvXv3evbsyV4ZKps3b6Z9hsuWLTMwMOBwOFu3bm3Tpg3tRDbnPiIDiL3ncDikSITi4mI3Nzf8IeNlL6lYWFgQ3dpZXkojCII9DSp9+vQxMTFhI4SWtm3bbt68WagpR44cAb9O+/btS0tLo7YfOHCAyQm/qqoKENwhAkIVrZDqiwSBQCAQCATycyCNU4H09PSxY8fiF4MaGhqHDh0iDsAvh+Xl5ZcuXSqpis0thQxu4AH51Tds2ACYWF5efuvWrdDQ0IiIiJKSEokoY2dnJ/C9AphGbdu2xUWFh4cbGxuDr+IfPnwolHqVlZUhISHu7u6TJ0/evHkz5vdx4cIFJvl9+vQR7TnweLyRI0dSBRJL0+FBJQK5fv06Ciwsj6Gvr5+Tk0O765SUFLzY+5cvX65cuXLo0KHHjx+zrGkvkCdPnhAP2tTV1bdt20Ys3JWamurk5IQPMDAwOH36tESWBuDn58fyCeOEhoZic3k8nrW1Ne2YXbt24UskJycDAhDMzMzc3NyGDBni4+Pz4sWLV69e4Vn3cVRVVRMSEsTcKZfL9fX1Bae3IBEVFQUQCMjJRyo62NDQsH37diwtvKKi4oABA4T9rWSisbFx0KBBbPaCIMjBgwclsigEAoFAIBDIz4tUDHiM0tLSly9fZmRkUO3zhw8fzpgxY8eOHenp6dJTQGbIwICvqKig9aJHEMTe3l7YrPJiwsbrFXDjbWNjg6Ion8/fvXs3m8xqhw8fFl/niooK2vthDoeze/dukcU2NDTs2LEDvxg0NjY+ceIE8YXn8/kXLlz4448/FBUVlZWV8bJhVD59+oSiaGRkJOBRjB8/PjMzU/ynITJcLvfFixenTp2Kjo5mOg/6+vVrbGzshw8fACXNJUhRURFtCkzM2qTF09MTn/7p0yfqdHd3d+zUo6GhYdasWeADJmppzP/++69Xr17YCaa8vPyoUaPEjF9AUfTs2bMi3D9HREQAZAISSS5fvhwfVl9fT3tmt3//frDOkZGRS5YsmTRp0qpVqwDnF3V1dUQ3DRMTE6YCFgiCwFz0EAgEAoFAfnOkaMD/PsjAgEdR9NSpU0zRzgiCBAYGSm9pEuCy8DhMwclbtmxBUXTbtm1shHA4HEnd4l65coVqGGDl5Zim5OXlZWVlsfEQycvLI5ZOpNLU1MTlcs+ePcu0zdWrV2MjaR3vR44cWV5eLuyWfxMKCgo8PDzk5eWxZ2VmZnb16lUHBwemR+3l5UWc/uPHj23bto0cOdLKysrd3f3OnTt419y5cwFvpry8/Nq1a4mi6urqSLXuOnTocO3aNXF2x+VyZ86cCVADAHYqxMTAgQOZJhJPtXbv3k07RkVFhVQBEae6unrs2LHEwQiCeHt7E/01qBQUFFRUVKAounfvXibFxo0bJ9JThEAgEAgEAvlFgAa8BJCNAd+7d2/AN3UEQcQpaS4UAQEBIKOBw+FwOB06dNi5cye1vXfv3jU1NTU1NVQ3YyYk6Kbx4cOHiRMnN6Ec6QAAIABJREFU6uvrKyoqWllZHTx4kNa9vLm5OSwsDHd50NLS2rx5c11dHctVADfPTLYQh8OxtrbGVz906BB+gWxsbHzkyBGw5QNBUbSuri4pKSk/Px/757Jly5geNUtP7OzsbMDdu4aGxvv370lTaM+25OXlHz9+LPK+wFUSxo4dy3SgNnjwYLBkphrs8vLyaWlp+DCAnc/kHcOk0rZt29hsmfZPB0aHDh3YPzoIBAKBQCCQXw+xDPiv/wNLQ/3bIgMD/uPHj4xf4f/HsmXLpLQ6iZiYGIHKLF68GEXR27dv47nTNDU1V61aVV1dzVICxvTp05nUKCsrw+/G+Xz+pUuX5s+fP2bMmIULF2IZ3QGA7WFa88Pe3h48i8vlHjhwwNLSEqup5uzs/PbtW9KYNWvWMO20Y8eOpMElJSWSSlvwG5KRkUEbx9GuXbv8/PyIiIiQkJDTp08DQhKY6jjgVFVVEcdnZWUxGfwjRowQeSO0AQI4nTp1+vHjBzWqxdTUlLq15OTkyZMnd+rUSU9Pb/jw4ZcuXaKt37lq1SriLEAwwpo1a6gKl5SU4N4QJNq1a8fGn2XHjh1MK7Zv317kJwmBQCAQCATyC0AfasgSIyMj/If8/HwOpdK7UIDrOf/mnD59WuAYLI25DLCxsXFycgIY4SoqKkuXLuVwOOPHjx8/fnxVVVVlZaWJiQlu3lRXVwtcBUGQ2bNnh4WFkdrLy8s3btx48eLF8vJyNTU1BweHdevWrVq1ilg+/eDBg3PmzDlx4gRTMC2TgcHhcOLi4mgd3Z88eXLu3DmmpHSNjY3Ozs6PHz/G/llZWXn37t379++fOnWKeBwAsIWodpq+vj7TYIhAzM3Nr1y5MnfuXGImdlNT07/++qt///7fvn3DWhQVFf38/EJCQog55zF+/PgBkI8gCGnK8+fP0f9V1iDx7NkzFEUF1k2kUllZif1pZYLP56upqcXExJw/f/7SpUsZGRlGRkYjRoxYunQpycnl5MmTPj4+eE2Hx48fP378eMaMGQ4ODkePHm1sbORwOEZGRtu2bSMdYOnq6hYUFNCuTixygfPhwwcej0c7/vv37wUFBeAjCQ6HQ3usgAF2RIJAIBAIBAL59RHH+seFGBkZkVpkrEnLIoMbeEAZORwPDw8prY5z6dKlzp07Y8spKSkBzGBfX1+AnKSkJKaJqqqq69atCwsLo/onoyj69etX6rd/ptQAW7duFWGPK1asYNLN1dWVadaePXtop2hqahJv0b98+UI1FDGIac8hVJqamlJSUl69elVTU8N+Vnl5+Z49e2bPnj1//vzDhw9HRkbSvi0LFiygzn348CHTm8D5Xy5GIseOHWMaLCcnJ1otAIFHXePHj2cjJz8/X1VVlVbClStXmpqaUlNT8egDEkzlHhEESU5Opo7H/x7SkpeXJ1DbxsZGCwsL2uk3btxgs18IBAKBQCCQXxVowEsAGRjwnTp1EvgAT5w4IaXVMdauXcv+09TU1ASEgvP5/F69etFOnD9/PkAHDw8P9joYGBjw+XxhtwlYYsCAAUyzbG1tmWadOnWKODI4OJg6xtbWln2MfWvjx48f58+fDwgI2Lp16927d0V45mC4XO7evXu1tbWxZyUvL+/j41NYWPjhw4cvX74IJWrYsGG0n5GcnFxBQQFpcFNTE35cReXq1auk8Y8ePWIabGFhIfL2mUxZjHv37rERAqhDKfAIoLi42NDQkDpx3rx51MEVFRVTp05lWoulCz2KosnJyaQk+fLy8ps2bWIzFwKBQCAQCOQXRiwX+iFDhmA/tG3bFvvhxIkT4giEMFFVVQUe0KNHD6GMW2H5/PlzSEgI+/E1NTXv3r1jMmsRBDl9+vSIESNI++rQoYOKisrmzZv79+/v7OxMcjnm8Xg3btxgr0NRUVFxcbGBgQH7KRwOh7ZcHwZAVG5uLlPXly9fiP8MCAjo2bPn2rVrsdJienp6fn5+AQEBTBekrZyYmJh58+bl5eXhLUOHDj137hybIyeW+Pj4nDx5Ev8nj8c7evTosWPHUBTlcDiGhoZBQUFz5swR6KDO5/OfP3/O1PXff//99ddfxEZFRcXz5887OzuTrsHl5eV37do1ZcoUkpAhQ4aYm5tnZmZS5TNFXrBh5cqVJMUw5OTkQkJCRo0axUYIIL5GYOhNu3btnj59umTJErzGobq6+urVq1etWkUdPHXqVEBwzcKFC5n8ZUhYWVmlpqYePnw4ISGhvLy8Z8+e8+fPh/7zEAgEAoFAID/xvXfrQQY38Pj1Iy1t2rRhcn+VFLt27RL21UIQxMPDA5DgsLCwcP78+aampgoKCiYmJqQa6YMHD87JySGO//79u7A6gEu70QJwAD5+/DjTLEBJ7dDQUNopNTU1tA+nvr7+48ePpARprZP09HTacwcrKyvRPMapvH79ms0HHRAQIFBUfX09QIKSktLmzZup7gNFRUV+fn7m5uYaGhpGRkazZ88G/K69fPmyTZs2JMmjR48GlCpkw/r16xUVFYkyzc3NqSkSAQCyJwL8Skjk5OT8999/cXFxTC8nngOCFi8vL0m9FTgvXrxwdnbW09PT0NCws7OjukVAIBAIBAKB/GJAA14CyMCAB18jd+zYUdplxgBFucB07979x48fYOGfPn2iTRjes2dPoh9+Y2MjU1I6WoyNjUVz53Z3d6dKs7OzYwoK4HK5urq6TGrQBvPTkpmZ6erqimcWGDhwIJb8rNWyYMECpl1fv35dIkts3ryZzWctLy/PptygwPRpGzZsEFPhkpISf3//Pn36GBoaOjk5nTt3TiIxBZ8+fQoKCpo9e/aaNWsePnwo7PTo6GimLZNyzovDli1bmFbp3LmzpFbB2bdvH9XtYvbs2RIP4oBAIBAIBAJpPUADXgLIwIDv0qUL2PAQLWEbewCFnQSyZ88esHBaD2EMkh04YsQI9uvu3btXtM02NjYGBwdrampicpSUlFauXIkVwKPl9u3bTDqwt1tSU1N1dHRI0+Xl5W/duiXaLmQAILfiypUr2cvh8XhMhyMLFy5k+XHv27dP4ELr168HC5GTk0tNTT1z5sz69ev/+ecf9ocvrRw+n08b/6+vry/BIqABAQFMD9bU1FRSq2BkZmaSvBJwJHV4BIFAIBAIBNIKYRWOCGlx8GrqTOzbt4+pdJNEGDNmDFOM8dChQ5kyq2Pcu3cPLPzVq1dMXXv37v3vv//Q/+VHDA4Opr2rJ6XEk5OTW7Jkib+/P3hdJpSUlAICAsrLy1NTU5OSkmpqanbu3Inb81QSExOZuti7DKxYsaKyspLUyOPx/v77b7z0F5Xy8vJnz55lZmby+fw3b96cOHHi2LFjL1++ZLmomGC1x4TtIvLgwYPBgwdrampqaGhYW1ufP38e/b+5MDt06MBSmaKiImpjfX19cHCwk5OTpaXl+PHjTU1N7e3tAUL4fL6Njc2cOXO2bdu2aNEiGxubefPmgX3vfwoQBImIiJgxYwbxt9jW1jYmJkbYJBEAzM3NmbrAqfhE4OrVq1wul7br33//lexaEAgEAoFAIK0IyZ4H/PjxIzY2NigoyM3NbejQoVZWVqamplZWVsOGDZs6dWpwcPDDhw9/3mzbTMjgBh4rqw4mMzNTSqtj+Pj4UBft2rVrVVVVdnb24MGDmRTr168fWHKPHj3AWxswYEBGRgY2OCEhoU+fPniXgYHBmTNnUBS9e/fu8uXLp02btm7duqSkJDY7Sk5ODg0NXbZs2eHDh3Nzc0V+MoD8/F26dGEjob6+nuk6kUOX8BxF0czMzPHjx+NjSOcaI0aMwN+H8vLy5cuX29jYtGvXbtCgQf/884+kQpEB+caPHj0qcHpgYCB14vTp04ku0B8+fGCZ9mz//v0k+dnZ2dQ08sOHD6ddF8CcOXMk8rio8Pn8srIyKQmn5ePHj6dPnz506FBcXBzLhPDs+f79OymTBc65c+ckuxbAbcfa2lqya0EgEAgEAoG0HiRmwH/69GnhwoXgXGsYOjo6ixcv/vz5s6SWbnFkYMCfPXtW4INlEwMsDqRqXnJycl5eXkVFRVjvhg0bmBSbPHkyWDI1oTcVXV3dbt26qaiodOvWbfny5a9fv75161ZiYqJo6cGampoWLFhArGOvqqq6fft2EUShKAq48QOUjieSn58P2LuCggLJkT4nJ0dfXx/8xExNTWtqapKTk/EiETj9+/eXSJI8gG+FhoZG7969J0+evHr1atpIfoBlTnKBZqpDTkReXh4/4sFobm5mOhjy9/cH+4yQQBDk06dP4j8uIpmZmZMmTdLQ0OBwOG3atPH29hYh4WIr5PLly9RnO3PmTIkfFgDeCnt7e8muBYFAIBAIBNJ6kIAB39jYuGHDBsD9IS2KioqBgYGAUuE/ETIw4F+8eAF+ntra2rJ5mE1NTcnJyc+fPydZgElJSUw+9hcuXGhqajp16pSfn9/cuXNDQ0NJt44CfeypGBoaiuNxwORdz+bemEpNTQ1toWwOh3P37l3AxJKSkqioqPDw8Pv374Od7fX19YlB+LNnz2bzlPbu3WttbU3btWTJEhF2SmXjxo0Cb8gRBJk1a1ZjYyNpItN4d3d34kg+n3/27FkTExOsl3a5tWvXEqd8/PjR0tKSSb6uru7QoUPBOpPQ0dG5cOGCRJ4YiqLPnj1TU1MjLdG+ffusrCxJLdGCfP78efr06Z07d9bT03NwcLh27ZpExDY3Nx89enTy5Mn9+vVzd3cHxNsHBgZKZEUIBAKBQCCQVoi4BnxtbS1eDR5HQUGhZ8+eEyZM8PDw8PX1nTVr1oQJE6ysrKgmir29/S/gUS8DAz4oKAhsYAiVM0xK0NaFHj9+fFJSUvfu3YmNenp6pFvWwMBAlp7SOCNHjhRNz8rKSqYLWJFTbcXHx5MKyMvLy2/ZsoVpPI/HCw4Oxi5gMagWHQmiI73A63cMR0dHpi5dXV1JXYq+fv161qxZAuvYr1ixgjhrzpw5TCP79+9Pu1BxcXFWVlZpaemCBQvwE0MjI6MzZ84Qve5//PghsAp9bGyswLrxJBAEuXz5skSeGJNrwIQJEyQi/9ejuLjYxsaG9LioSR85HE7Hjh1lHJUAgUAgEAgEIkvEMuC5XC7RQpCTk5s2bVpkZGR9fT3t+IaGhujo6GnTphFNtVGjRkm7BJq0kYEB7+3tDTAtJk2aJGahaUlx/fr1Xr16Ya7pZmZmBw8erKqqwu9OiSgqKqakpBDnvnnzxtPTU6Adi4MgCO7ALxSPHj0CiBU5KXdlZeXmzZvHjBkzdOhQX19fcAJzQMQBEyEhIdhcHo/H0vj8448/AL3fv38XbadU0tLSBCqjrq5OPK1bsmQJ08jRo0cLXLGxsTElJYU2c0F4eLhAZcrLyxcvXixwGAk9PT1XV9eBAwfOmjUL7FsB4OPHj0zyFRUVa2trRRP7a+Pq6kr7xCwtLYm/Cw4ODr9ScBYEAoFAIBAIFbEM+NDQUPybU8+ePRMTE1lOTExMJKYNP3jwoDhqtDgyMOABAZ/t2rWT0qIiU1dXV1lZif18+vRpJs19fHyocz08PJjGU0lISBBBPbDH/pcvX8TaPAvKy8uVlZVpVwe4IRw+fBiXwDJzuIuLC1MXgiA/fvyQ1I5iYmLY6ENMLgiovTdgwABxapv5+vqC1ejevbuXlxc16sfU1JTNLnCmT58uQjrAu3fvAmSSIvkhKIp++/aN6fdCU1MzNTX18uXLp06devv2bUtrCoFAIBAIBCJ1RC8jV1lZuWnTJuxnKyurJ0+eAIpCk+jbt+/jx4979+6N/XP9+vVVVVUia/I74ODgwNRVWlra1NQkS2UEoqqqiue6e/v2LdOwN2/eUBvBvgYkmFJegyH58xPR0dHp2LGjCDKFIiEhganKGvp/i6jhIAgyfPhw/J9MF5KkKYsWLWIKFujbty+Ts0NsbOzGjRsXLFgQGhr69etXYldmZubOnTu9vb03bdr09OlTvL1NmzYC9eFwOHw+H/953LhxxB0RefnyZffu3WlfDzYI/HWorq4+deoUtQjZ0qVLx40bx36hixcv7t69W1j1AM8KQRBdXV1hBUqPnJyc6OjoxMTEli2kl5aWRnxziNTU1CgqKrq7u3t6elJ97FsbXC73yJEjM2fOHD169JIlS5KSklpaIwgEAoFAID8hIpv+Z86cwSTIy8uDvYWZSE5OxtOAY/Wff1JkcAMPdlGOjo5utWEICxcuZFK7T58+tFO2b99OzA/PRIcOHUSO4h49ejStTH9/fzH2ypaLFy8C9kVrV3t5eRElFBUV0QYmENmwYQPKkJgAQZDIyEiqYmVlZWPGjCGOVFdX37dvH9a7ZcsWkuPA5MmTa2pqUBRtbm4WmNddRUWF5B9eUVHx119/MYUD9OrVixjZzh6AUa2oqOjs7MzUq6Oj09DQcPjwYfBGiBCTJuTm5t68efPSpUupqakA9Zqamqh1ATBsbW1F2K80SElJIR6v6OnphYWFifZxiE98fDzgI5CBywzOt2/fRP5Lm5GRQTo6lJOTaw25SyAQCAQCgfxciG7AT5o0CfsWQkoZLRR//vknJsTNzU1kIS2ODAz4qKgowFdYNTU1BEGMjIzmzZsnju8xLTweLzw8fPjw4e3bt7e2tl68eHFJSQn76WvWrGFS29PTk2nWu3fvvLy8+vbtO3ToUCaLKzw8XORNff36lZql3MHBQYJe5QAANQXatGnz7Nkz3DmFw+EoKSmtWLGCmuOguLh43rx5uEVtYWExYMAAQ0NDAwODMWPGPHnyBBvW3Ny8evVqonXdrl27f//9l1YxJpf7iIgIpsDyGTNmYHP79evHtCmMBQsWUFfkcrnq6upMU969eyfC4y0sLCRmB8RBECQqKsrCwgKg5PPnz1EUtbe3B++FSG1tbUVFhbe3N9HNe+zYsdnZ2Uwa0saVKCoqPn78WIT9SpyMjAza/HAbN25sEX2qq6uZQk4MDQ0lXqCOSlFRkZeXF+bvo6Ki4uLiImxZQR6Px1QP4uzZs1JSGwKBQCAQyC+J6AY8bv+IU10Jv4rs2bOnyEJaHBkY8KmpqSzNCR0dHdHMHlrq6uqomczbtGnz8uVLlhKIyQ5IXLlyhaWQkydPEvOu6+npHTt2DOvi8/lZWVl3795NTk4mFSoD09jYGBoa6uzs3LNnz0mTJp0/f15mF4w8Hq9r1660z8TPzw9FUS6XGx8ff+zYscuXL3/9+hUgisvlpqen4xkHmPjy5cv58+dDQkIiIiKYKsCnpKQwfVJ2dnZMcQcIguTn56Moum/fPsBr6eLiQns4UlhYCJgVERHB9pn+X27evKmpqUkUpaioiLkSMJmCGNHR0SiKpqWlMV2SU7dfX18/bNgwapeJiUlFRQWThpcuXTIyMsIH9+zZ89GjRyiK1tXVpaSkCPxApcrMmTNpN6ukpFRYWNgiKjElAcHdQ6RHVlZW+/btSesqKysLddpCjDchMWDAAOkpD4FAIBAI5NdDdAMev6Ih5RIXCjwhs66urshCWhwZGPB8Ph9cJ5xIv379JLUunuaAhIWFBZv0XeAI4RMnTrDXpLKy8u7duwcPHoyOjsbsopycnFWrVhHTuXXs2FGCxbqlyvPnz6m3xL169SovL0dR9OHDh0OGDFFTU1NUVOzVq1d4eLgMrhnxoBgqYPf4GzduoChaW1vbuXNnaq+uri42gJaamhpARv2YmBiRt1NYWLh8+fLhw4cPHDjQ19cXvzIlVfujart9+/aGhobS0lI/Pz8zMzN5eXlAUTpra+s7d+4w9W7btg2gYWNj45s3b27evJmSktLc3JyZmTlx4kQ8eGTAgAHPnj0Tefuiwefzs7Ozaa/fMZh8N6RNU1PTX3/9RfRxUFJSWrdunQwO3XBfMxIWFhbsVw8LC2N6pKqqqlLVHwKBQCAQyC+G6AY8/v2juLhYZCGlpaW4HJGFtDgyMODj4uKYvv/Rkp6eLpF1zczMmJYQeAFVW1tL68mMs3//fpEVCwoKYrIqDx06JJSoxsbGsLCwP//808nJyc/Pj30xBTHJz8+fM2eOiYmJgoJCjx49tm7ditVfDA4Opm5q4sSJ0rbhAdXXwCkJTExMpk6dGhkZmZ2dPWrUKGKXq6trQUEBeF1bW1tasWpqaliAvWSZPn06YC8Yw4YNa2pqwsZjRhoe7ENi06ZNgOSdDg4OLLVKTU2lms3y8vK3bt2S+BNg4t69e4D8jhgHDhwQc5W3b996enr27dt32LBhy5YtEyrkJykpKTg42M/Pb+/evcQ/cVwu9/jx43Pnzp0wYUJAQICw/u0A6uvrAadXxKoKYI4cOcIkRF1dXVLaQiAQCAQC+R2QgAEvjrdnbW0tLkdkIS2ODAx4Pz8/8BdrEvfv3xd/0aamJsDt6PHjx8HTBZYWi4qKEk2xY8eOAcRqaWmxD2VPT0/v1q0bcbqcnNzy5csldbPH5/Nfv359+vTpq1evssm2lZ6ezuRqce7cOTYrvn///sKFCzdu3MjLyxNKVUBkvpWVFdHfm4k///yTy+W+efMmPDz89OnTycnJbNa9f/8+0wFBmzZtJk+eLNnK3p8+fQJE3eMQi/ahKFpTU+Pm5kYcoKam1q9fP8AvCIc5TSOVsWPH0kro2LGjCJXqRODatWuAEoY4N2/eFGeVzZs3k1bR0tKizafInoyMjB49ehBlKioqbtmyRRyZOHl5eYCncfv2bZZyXr16xSTE3t5eIqpCIBAIBAL5TYAGvASQgQEPKOhNC/sYdQB8Ph8QMCzQWf3atWsADQ0NDbELZxGgddUmwtL1GpBZ6vTp06LpRiQ5OXnQoEG4THl5eV9f3+rqasCUHTt2MG1q3Lhx2Jjy8vLHjx9HRkaSTgTS0tKICQuw5Zgi3qnweDymy+SwsLCgoCDwM8fYu3evUI+ovr7+3bt3x48fByTVV1ZWlsiBFM6rV6/++OMP8EZGjhxJnRgXF7dly5a///573759ixYtEvg0pkyZwvIhUIvS47x48UKCe6elubmZTfXENm3agN9eMEwnejo6OkLlxSRpzvRRXrt2TWRVcaqrqwHnGljKQzbw+XzaRAkcYU4BIBAIBAKBQFBowEsEGRjwbPx+cXR1dXEHYDGhZrDDkJOTy83NBc8FXDohCIKl7BKB79+/C3wCly5dYiMKEJggfkGvgoICPT09quSxY8cCZvn6+jKp1KtXr/r6+nXr1qmoqOCNEydOzMnJwR4LMR0AzqhRo9jrnJGRYW5uTpLg7e3N4/G4XC6bl9DS0pLlWsXFxXPnzsXv3g0NDdesWTN06FBascbGxpJ6pTF4PF5iYuKIESNE2wiXywWUc8dhaUPm5+cDhAAyCEgKNgXJ5eTkLl68KM4q06ZNYxIeFhYmmsyHDx8yyZTUzfbgwYNp5evr6wuVNfPbt28kUaqqqnv27JGIkhAIBAKBQH4fBPtMQloD4NpXJIKCggAXekKxceNGWvfmefPmCaxD3rdvX6o1iDF16lRilWmh4HK5AscYGxuzEfXhwwdAF0o4pRKB3bt3l5WVUdujoqIAKakB+cPatGkzZ86coKCghoYGvPHWrVtDhw4tKysLDQ0tKiqizrp//z5+wCQQc3PzlJSU0NDQSZMm2dnZzZs37/Hjx8eOHZOTk1NQULhw4cK9e/e8vLy6dOnCJCE9PZ3H4wlcqLy83M7O7uTJk/jgwsLCHTt2vH79mnZ8fn5+QkICy12wQU5Orm/fvkT/CBLgLPS5ubkVFRXgJWbMmDF58mQ2yujp6QFSVFJToEuckpISQK+ioqK9vX1CQgJTIgCWfPr0SdiuioqKNWvW2Nvb9+rVy93dnXqH//79eyaZgC6h2LVrF60j0q5du8DJHUkYGBjExcVFREQsXbrUw8Nj+/btqampy5Ytk4iSEAgEAoFAfiNENv1xCfAGXgY38ADPaiL6+voCQ9OF5fr164aGhvgSCgoKCxcupJYlp+Xp06eqqqokJc3MzIqKikTWp7m5WVdXF/AQjI2NWYYNHz16lEkIILMUj8fLzMx89eoV2J3YxsaGSXhgYCDTrAcPHjDN8vb2Zupau3btwIEDAb1sngZ7APnqEQRhEyYdEBDAJIGJM2fOSHYXKIo+e/aMabkdO3YAJmZmZgJU7dq167///oulUeByuampqU+fPi0tLQUIJCX/wzEwMJBBDDyggqC8vLzI/u0k+vXrx7TKsmXLqOOfP39OLB6JMW/ePGI2R0DxQh0dHXG0ffTo0dy5c+3s7CZPnrxkyRKio76xsTH7EpgY3759u337dnh4eHx8vGR9SSAQCAQCgfxuQANeAsjAgO/duzfT91QEQWJiYk6fPv3w4UNpZO1GUbSmpiYiImLHjh2nTp3KyMgQam5mZubUqVMxf2MjI6MVK1awj8pmYuXKlUxPQ0FBASvlzQam+14OhzNs2DDqeD6ff+rUKdxTHUEQDw8PpizrgGtqWnMFx9nZmTrFxMRk7dq1TAJtbW1JebyIYLXlJUhaWhrTWhwOR05OTmBasp49ewIk0HLnzh3J7gJjxowZ1LW6desG/lUCuNArKipiZQ75fH54eDjx/tzV1TU7O5tW4Pv376klGxAEEdZQFA0+n9+1a1fa7dDmAhANQCZO6jbr6+uZqvcRy08+fvyYSaajo6NoevJ4vHnz5pGkmZub379//86dO+/fvxfKAudyuRs2bCCGvfTo0UOoGvIQCAQCgUAgRCRgwPfr12+gqBArSElwVzJGBgY89R6biLGxcUJCgpSWplJQUJCcnMzyEh6HfWZ4gdTV1Y0ePZr0EBAEGTp06Lt374QSxeTJT5tZasOGDdSRJiYm379/pw52cnJi+rzAEb/V1dWLFi0i+lS7uLhkZ2cvXbqUSWCXLl2Y0phzOBxpxNlOmTKFaTkOh2NlZUUa39DQ8O7du8zMTOz6lHqzCkZFRQWziiVOQ0PD1q1b1dTUsIUQBJk3T/YwAAAgAElEQVQzZw4bD5F169bRqjp//nxswKZNm6i9BgYGX79+pRWYkpJCjMnv0aPHgwcPUBTNzs6+du3ahQsXsLAOKfHo0SOqQ7i2tvbHjx+pg5uamlJSUuLj48vKytgvkZGRgT9nIj169KCaxHfu3GF6GQYOHIgP4/F4TBf7IieHO3DgAK3Avn37ilCcYuHChVRRKioqb968EU09yfL69euDBw9u27btxo0bImcVhUAgEAgEIkskYMBLCgnuSsbIwIAXGNPetm3b8vJyKa2Oc/XqVbwyvLy8vKenp1BlnCXLpUuXpkyZ8scff4wbN27r1q2iHRAUFRWREqepqqqGhoZSR+bm5jJ9Cv7+/tTxJ0+epB2spqYmsDQ6iqIFBQWRkZFXrlzBi6jt3buX6dN3dHQ8d+4cbZeysjKb8nXCUl1dDcgAx+Fw8EON8vLyRYsW4Y9OT08vLCwMcANP+5CDgoIkvgUitbW1r169evToEdjRnUhTU5OHhwdJTxcXl9raWhRFCwoKmAKkfXx8AGLLysoSEhIwI7+8vNzLy4uYBd3Z2TkrK0v8/dLy7t07R0dHLOeFkpKSm5sb1V+Ax+MdPnyYmJ3R3d2dfcHCBw8ekHJnDBo0iNYrYdeuXUxvCMk3/suXL6RwFWVl5V27don2EFAUBTizCFsRIC8vj6lEoq2traRqVYpGaWkpqTJi586dWdbvgEAgEAgE0oJAA14CyMCA19TUFPgA9+/fL6XVMUJCQqiLdurUifb++SeCz+ffvHlzxYoVs2bNCg4OZjJ3AcXnLSwsqON5PJ6rqytppJycHNEBWCiys7OZThAOHz7M4/FIX8c5HA6CIP/8849oywnk3r17gLcRC7X48eOHlZUVtZcpQYCiouK1a9eIU9q0aXPgwAExTZ3S0tInT54kJiZK0A0E4/Hjx/7+/uPHj1+4cCExcACQJsDY2Bgs882bN9u2bfP09KT1ITc2NpaSMwJGfX19RkYGk5f4ihUrqCoZGRkVFxezlP/jx49z586tWrUqMDAwKiqK6ZPdv38/0wNs3749aXBzc/O5c+d8fHymTp26adOmzMxM9vulimIyuTn/13ufDefPn2cSxeFwBgwYgJWQkD18Pt/BwYGqkoqKCq3PBQQCgUAgkNYDY+pjgVCNE4j00NfXr6mpAY958eLF4sWLpaRAUVERrUtwbm5uUFAQIJVU6wdBkIkTJ06cOBE8DJCpu7i4mNooJycXERFx7ty5f/755+PHj+rq6gMHDtyyZQsguR0YMzOzoKCgVatWkdodHR3nzZsnJyd39erVc+fO7du3LzU1VVVV1dbWdsuWLYDkdrQUFhbGx8fn5+d37tzZwcEBkBXf1NSUqUtZWRlLfHjo0CHaVP/v3r0zMTHJy8sjtW/YsMHNzc3V1TU5OTk9Pb1Dhw42NjZsTq+YKCoqCggIOHfuHIqiHA5HXV19zZo1K1euFCp/OAB7e3t7e3tqe2lpKdMUwIvU3Ny8ePHio0eP8vl8pjH5+flhYWFMDvzio6KiwlQ8IisrKzQ0lNr+9evXHTt20HZRUVNTo3ouUAG8t3Z2dqQWeXl5Dw8PNmIFgiCInJwcUyUFYat7VFdXA3pfvnw5YcKEt2/fAmoQSIm4uLhHjx5R2xsaGkJCQgDHTxAIBAKBQFqelj5B+BWQwQ0801dqIjY2NlJaHUXRs2fPMq3buXNn6a3beggPD2d6At27d5eZGg8ePOjfvz9mSJiZme3du5d6Wdrc3CyCZD6fv23bNmKUsp6e3smTJwFT+vbtS/tA3N3dsQG0xi1GQECAj48PbhF16tTpwoULknUqrq6upq2/OH36dAmuQsuFCxeYNt6lSxemWbRJFqiInJ5NTA4dOsSkUrdu3SS+HG1mfgUFBWH92IUFcHaQmpoqlKjo6GiBn6bIsfriAChrAng/IRAIBAKBtAZgHfifA3ChZgxiSn+JQ1tjHOPbt2/SW7f14OzsTFsOmsPhCLy9lyBOTk4vX7788eNHdXU1ltmOeiuI+QCnpqZeu3YtJiYGcBtMZMeOHevXr6+rq8NbysrK5s6de/nyZaYpJ06c0NbWJjWamJjg4fqAfPU1NTVHjhxJTU11cXGxsLDgcrknT56MiIhgoypL/vnnn4yMDGr7xYsXJVtVnsqoUaPU1dVpuyZNmkTb3tTUBPAbJ1JVVSW6ZmIgmluByFy8eJH0m9W+ffuLFy8OGDBA4msRoTq5YIwfP97S0lIoUcOHD+/YsSN4DKAWhvSor68XoQsCgUAgEEhrABrwPwdssnZTy1BJELx2GpUOHTpIb93Wg6Gh4datW6ntXbt2Xb16tYyVUVRUBDiWf/r0ycHBoWfPnlOnTh05cqSxsfH69esbGxsBAuvr65ku5TZu3Mg0y9ra+tOnT15eXoaGhgiCmJmZrVixIjk5GTNaeDxeRUUF01x1dXVnZ2cLC4vIyMiMjIzCwsKYmJgpU6YoKSlZWlr+/ffftIEJQnH37l2mLjZXo+Kgp6e3Z88earuFhQVTOcCMjAywxzVO586dxVJOVAC/6QLNVBHQ1dW9efNmfHx8SEhIQEDAmTNnPn/+DC5/IBEmTZoUGhpKSpg/duxYERzLVVRUTp06RawhR4XL5QqtotgwVQ3kcDjdunWTpSYQCAQCgUCERdahdxDRsLS0zMrKAo/p3r279BQYOXKkiopKQ0MDtWv8+PHSW7dVsXLlSnNz84CAAOxeV0VFZd68eVu2bAEEisuer1+/Dhs2jHhZ2tDQEBQUlJeXB4iDSEpKYvLgSE9PLy4uJtYzJ9KhQwcs3z6XyyX5AmRnZzc1NTGteOzYMdqbZC6Xm5aWlpaWduHChXv37olz3VpWVsbUxdIrgSWNjY0xMTGfPn3S0dGxs7PDcuz7+Ph07tx51apV79+/R1FUXV197ty5mzdvZiogzxR3TWX69OkSU10Yxo4dq6ysTHsSxORWID6DBw8ePHiwlIQz4e/v7+bmdvXq1c+fP7dv397e3h5ccwHAyJEjU1JS7O3tCwoKaAfQZnmUNuPGjdPX16f9LfDy8pK9PgBiYmLevHnT0NDQq1ev8ePHSyp7xe9Jenr6w4cP8/LyOnfu7OzsbGRk1NIaQSAQCEQkWtqH/1dABjHwgJBFnP/++09Kq2P8qlnoRaCkpCQtLY3L5ba0IjTQ1p3GePfuHdOs+/fvA14t0dJ6JycnC3xpwVhYWIgWz48xcuRIJsnbt28XWSyJ2NhYYooKrJJ8VVUVPqC6ujonJ4fH44Hl1NbWgq9qMWbPni0pzUVg9+7dVJV69uxZXV3dglq1fpg8PgwNDWtqalpKJWqUh5eXV8sWtyOSk5MzbNgw0h+EuLi4ltbrp6S5uXnZsmXEM1Y1NbXg4OCW1gsCgUAgogBd6H8OAJWNMObPn+/i4iJVHVatWnX58mW8tJW8vPycOXMSEhLatm0r1XVJ1NfX79q1a8KECYMGDZo7d258fLwsV8fQ19fv1q2b7HNHswE/TqISExPD1AXIkqimpibaRY2ZmZmY12UZGRkJCQl5eXm7d+/29vZet24d+KCBxOTJk2nb5eXlJVVE48OHDy4uLpmZmXgLiqJnzpyZOXMm3qKpqWlqakos506Lurr6nDlzaLuUlJSwsgKXL1+WfYbwFy9eLF++fPz48b6+vp06dbp9+zbmYsDhcDQ0NJYvX/7s2TNxKgX8Djg7O2/ZsoX0Z7xdu3ZXr16VaugTWKXPnz/7+PhYW1t36tTJxcUlKirq5MmTCIK0iD4kmpqaXFxcnj59SmzMyMgYO3YstXoFRCAbN27cu3cvMV6jrq5u9erVR44caUGtIBAIBCIiLX2C8Csggxv4du3aAT7Ey5cvS2ldWvLy8i5dunTgwIEdO3bcunWroaFBZkt//PiRVBwbQRBfX9/Wc2skkB8/fgQGBtrY2GhpafXu3TsgIIB4Wys+gEDl9evXAyYOHTqUdpaXl5fIyohf2Wv69OmkaOTRo0eXlZWxWb2pqYl0g4exdu1akXdEYsaMGUyav3r1SlhpNTU1VFdtBweH6upqcTwRRIbH4/n6+pIsuqFDh5aWllZUVOTk5IB/73g8Xmxs7L59+w4fPvzy5UuZqd1qef/+va+v79ChQ8eMGbN58+bKysqW1qj1cunSJabfrGXLlrW0dj8ZtbW1qqqqtA/TyMjoJ/rfEwKBQCAY0ICXANI24MHpxziiejiLRlFREam8k7m5+cOHD2WwdHNzM371R+JnseELCwupd91GRkZZWVmSWgIQNH7ixAnAxPT0dKx4O5FevXqVlpaKrExpaam1tTVJZvfu3QVeR4MZO3YsSwWw+H/cScTS0vLq1asib4eKiYkJk5J79+4VTeaVK1c8PDwGDx7s4eFx6dKlFnyxaR3mORzOhAkTBM5NTk62tbUlznJxcfn69asM1Ib8Avj7+zP9ZtnZ2bW0dj8Zz549A/w5zc3NbWkFIRAIBCIc0ICXANI24AG1uDAke4UL4ObNm7QH+aqqqsJWSBaBR48eAR7C0KFDS0pKpK2DmEydOpVW+REjRkhqCbyEGwl1dfWioiLw3KqqqoCAABsbGz09vf79++/cubOxsVFMfZqamg4cODBixAgzMzNHR8c9e/Y0NjbSXowLxYcPH4RSo6ioSBq/JoDyEJs3b5b4cjKG5O1CJCcnBzCxpKSENrKmd+/eTU1NslIf8hPj6+vL9O7Z2Ni0tHY/GQ8fPgT8LU1PT29pBSEQCAQiHDAG/icAUMKNw+EgCLJx40YZFGO/fv36pEmTaKsE19fX06a4kywfP34E9MbFxc2ePVvaOohDbW3tzZs3absePnxYWFgokVX+/vtvqnmMIMi+ffuYMsnjaGlpBQcHv337trS09OXLlytXrhQ/57OiouKiRYtiYmIyMjKmT5/+8uVLR0dHTU1NgWkdwCQmJgo1vn379lpaWuKsSAsgd8DWrVsnTpyYnp4u8UVlQ2VlZW5uLlPv+/fvAXMPHjxIWxk+OTn5+vXrElAO8qsDKKrSo0cPWWryC9CtWzem1Abq6uoANyIIBAKBtE6gAf8ToK2tDUh0hKLo/v37u3XrFhUVJT0dUBRduXIliqJMA8BOehKBVKWMSnR0dGu2l/Ly8phqPqMoSkyEJg7KysoxMTF79+41NzeXk5NTV1d3dHRMSEiYP3++ROSLRlFRUb9+/by9va9cufLs2bPIyEgejwdIuq6srAy2t9kXXZMqTGnnOBxOc3Pz7du3ra2tX716JUuVJAU4mRm4F5BaMi4uTnSdIL8N06ZNY8qMOG/ePBkr87NjaGg4ZswY2i4PDw9lZWUZ6wOBQCAQMWmNabQhVDp16gS+f66pqfHw8MjIyNDT05OGAllZWTk5OYABdXV10liXCCmklpZ379517dpV2pqIBrVoE5GwsLD+/fuzKSQmEEVFxaVLly5durS+vl5ZWVnMgHOJMHfu3Hfv3pEaGxoaZs2apaGhUVVV1adPn+HDh5eUlHz69MnQ0LBDhw729vYAgS1SPZuKt7d3bGzstWvXmAbU19e7urrm5uYKPH6SCFFRUVFRUXl5eWZmZq6urg4ODiKL0tbWNjMzo/2tRxDExsYGMBfw1+DHjx8iqwT5fTAwMDh16tTs2bOJ75KcnNyGDRvEeat/W44dOzZixIjPnz8TGwcOHLhz586WUgkCgUAgotOyHvy/BtKOgW9ubmbpyXz06FFpKICiqMBbRAcHByktTYSUP4/KpUuXZKCGaPD5fFNTU4Dynp6eLa2jVPjy5QvTltu1a0dbIB3sIW9padmqchZeuXJlyJAhAIVnzpwpbR1qa2uphSSnTZsmTpGI/fv3027Hzc0NPHHWrFlMjyIoKEhkfSC/G7m5uX///Xe/fv2srKxmzJghQmUHCE5DQ8Pu3budnJy6du06ZsyY48eP0/7thUAgEEjrBxrwEkDaBnxFRQXANiDi7+8vDQVQFP327RvYafbMmTNSWppISUkJ2Ib//PmzDNQQmfPnzwOURxBEgunoWw+RkZGAXc+dO/fFixekKSUlJQDHAer4Fgd84oAgiLRLRTCFSGCRL6LB5/OXLFlC+iAcHR0rKirAE2NiYmiVUVZWzs7OFlkfCAQCgUAgEEjL+9ZCBKKtrQ32vsaRiAM2LQYGBkx1wjkczpw5cwB3bhJEX1//3r17ixYtou11dnam9Z9vbm7+/Plzfn6+lLUTzMyZM0+cOMF0FIIKqvfTSqivrxcq5R44X93Jkyft7OwWLlzI5/PxRn19/ZEjR9KOd3R0BJTKaykA6eg5HA6KolOnTpVemElVVdXZs2dpu44ePdrU1CSaWCz34evXrwMCAiZNmrRo0aKbN2/Gxsbq6OiAJ44YMWLlypWkRgUFhQMHDpiZmYmmDAQCgUAgEAiEA5PY/RQgCAKOB8axs7OTnhqHDh2ifnFXVFQ8dOjQ6dOnwffzkmX//v3Ui8HevXtzOBxDQ0MdHZ0hQ4ZgYcnV1dUrV67U1NTs3r27iYmJoaHhyZMniYai7PH09AQ8q1YSIVxbW5uQkHDr1i3MowFvf/Toka2traamZseOHdu0abNq1arq6mqB0vr06QO24VEUDQsLO3z4MLExLCyMWn+hffv2R48eFWYrMqJTp07g5NhJSUmA0tZi8unTJyYrvbq6Ojs7Wxzhffr0CQ4OjoiIOHDgwMSJE0m9XC43OTk5KioqIyOD+Ju1c+fOhw8fjh071tjYuEuXLtOmTXv79u1ff/0ljiYQCAQCgUAgEOhCLwGk7UKPoiibaysbG5vm5mYpKYDx9evX2bNnt2nThsPh6Orqenp6FhQUSFD+jx8/AgMDbWxstLS0evfuHRAQAKjdnZiYuGLFinHjxvn4+Hh7e1NNxD///JM21dbixYslqLMIWFhYMH2IsbGxLasbn8/ft28f8aRm0KBBSUlJKIoeOXKEqrClpWVlZaVAsWwSR3fv3p00q6ysbPHixWZmZgiCmJmZLVq0qKysTCrblgT3798HH2MpKioKdD4XjRcvXgDWTUtLE1N+cXGxv7+/ra2tubn52LFjT58+jbVfvXqVWIPK2to6Li4ORdGKiopjx475+/tv3LgxKiqqVSUsgEAgEAgEAvmpgQa8BJCBAS/wftvR0TE/P19Kq1NhY7MJS2FhIbWqdseOHQUGD+fl5QkVO4AgyPv37yWuP3u2bt1Kq1jnzp2bmppaUDEURdetW0dVTEtL6/nz50xxHKtXrxYotq6ubtq0aQI/F6aMa9I+mZIUXl5e4D3Gx8dLY92qqiqmPJc6OjpivlSPHz/W1tYmiVVUVHR2dqYup6SktG3btnbt2hEbhw4dmpeXJ6nNQiAQCAQCgfzOQBf6n4Dq6mqUuQC7oqJiTExMbGyskZGRzFSifqEXnyVLllBroRcUFAh0u71+/XpDQwP7hVAUvXPnjtD6SY6VK1c6OTmRGrW1tf/991/ZFBtjoqioiLaqUHV19bJly5jc+yMiIgRKVlVVvXTpUnx8/OTJk5nGIAjClLgO7IHfejh48CC4vhrgF1kctLS0mHwc/v77b3Feqrq6upkzZ1ZVVZHauVzu3bt3qeObmpo2bNjw/ft3YmNcXJyrqyuPxxNZDQgEAoFAIBAIBjTgfwI0NTUBvQMHDhwxYoTMlJEStbW1N2/epO169OhRQUEBYK4IIb7fvn0TdooEUVZWvnfv3smTJ4cPH96+ffvevXsvXLgwPT194MCBLagVh8N5/Pgxl8ul7Xr//j3TrK9fv7KUP3jw4KCgIKZeKyurlj2/EB81NbX4+HhVVVXaXkVFxV69eklp6T179kyaNInYgiDIrFmzAgMDxRF7//598G8fFdpDirdv3z548EAcTSAQCAQCgUAgHA5HoaUVgAgGQRAVFRWmS+YDBw7IWB9pkJeXx2Q6oiiamZnZsWNHprkaGhrCLkfNjiZj5OTkvLy8BHpcyxhAwUKAjwOWgJ3P5+fk5OTm5pqammJR67SDu3fv7uLiQltYbvny5cKr3OpQU1Pz9/ffsWMHtWvWrFkC87eLjKqqakRExIMHD6Kjo3NyciwsLCZMmACuTs+G9PR0iajH4XBevXpF63UPgUAgEAgEAmEPNOB/Aqqrq5mMWwRBSOGmEqSqqorH4+nq6kpJPhFwnTywD8Lw4cNp7SUmEAQZN24c+/G/D8bGxkxdHTp0KC4upvWCHjNmTGxs7OLFi1NTU7EWKyurAwcODB8+nFbUmTNn3N3dHz58iLcoKSmtXbuWWImwrKwsOTlZTk7OyspKNm8ge0pKSvbs2ZOYmFhbW2tlZeXn52dtbU0cEBgYmJOTc+nSJWKjs7Pz/v37pa3byJEjmcrviYYEK1My/RGDQCAQCAQCgbAHutD/BOTk5DCFj6Ioam5uvm3btsbGRkkth6LomTNnzM3NdXR09PT0TExMwsLCmpubJSWfFhMTE1NTU9ouXV1dKysrwNyRI0c6ODhQ2/X19Wkre/n6+pIsLgiGg4MDUz1zV1dXpkB0BEFGjx6NW+8cDufDhw9OTk737t2jHa+npxcbG3v79u3ly5fPmDFjy5YtycnJmzZtwnorKioWLFjQvn17R0dHLMTA39+fTbE62XD//v1u3bqFhITExsa+fPnyxIkT/fr127JlC3GMkpLSxYsXY2NjFy1a5OLismDBgjt37kRHR4vgKtLiDBo0SFKipBc+IFXS0tJCQkL++uuvrVu3grP9QyAQCAQCgciCFkyg98sg7Sz0aWlpAj/HKVOmSGo52mxYrq6u0q4Fde7cOdqt7d+/X+Dc8vLy2bNnE9227ezskpOTy8vLFy5cqKDw/z1N9PX1scMIqW6ktZGfnx8dHR0bG1taWipw8LVr16iGeo8ePUJDQ5nePTU1Ndp2S0tLYVVtamrq168fVdTQoUN5PJ5Iu5ck5eXlTO4A9+7da2ntpIWLiwvTR0+FKb1lx44da2trW3orwsHn89esWUPMy4AgiIeHR319fUurBoFAIBAI5PcFGvASQNoGfHNzMxsv4kePHom/1tOnT5nkX79+XXz5YI4fP07cqZaW1p49e9hPT0tL+/fff48ePZqQkEA8bmhoaHj79m1GRkZrMAJlSUFBAbF4m5KS0vLly2tqasCz3r596+TkhGVi69Chw5o1a2pqalauXCnwDaSSk5MjlMInT55kEnX58mXRH4SEOH78OJN6bm5uLa2dtKisrBRYApDD4cjJyU2fPv3bt29r164lVRNo27bts2fPWnofQrNv3z7anfr6+ra0ahAIBAKBQH5fYAz8T4C8vLyZmVl5eTl4WFRUFFPUMXsAJcEiIiIANcAkwvz5893c3J4+fZqdnd2pU6dhw4YxeXTT0q1bt27dulHblZWVwcW9aHny5ElERER2draxsfGYMWPGjx8vrISWpba21t7enliZr6mpac+ePR8/foyKimJKMsfhcGxsbB48eMDj8Wpra/ELVXCSAiZKS0uZIiNouX//PlPXvXv33N3dRdBBghDDBNh3/exoa2tfunRp+fLlu3bt+u+//+rr62mH8fl8AwMDAwODoKCgSZMmHT58OCUlRVtb287ObunSpdLL3iclUBTdvXs3bdeJEyeCgoJaW2oGCAQCgUAgvwnQgP8JQFGUjXlQUlIi/lqAklHsq4WJQ5s2bSZOnCiDhQBwudy5c+eeP38ebzl8+PCoUaOuXbsGTqfXGigvL79169bnz59TUlKI1jvO3bt379+/P3r0aLAceXl5oju0CPnMEQQxMjLicDiNjY3KyspsppSVlTF1lZaWCquAmJSVlR05cuTdu3cIglhbW/v6+iopKTENBnT9Gtja2l65cqWpqWnz5s3bt2+nHRMdHb13714Oh9OvX7/w8HDZKihhioqKmP7iNTc3JyUl/QLFOyEQCAQCgfyMQAP+J6C6uprp1osIZiyJiZ6eHlNX27ZtxZcvA7hc7sWLF9+8edPQ0NC7d28PDw+muFwmtmzZQrTeMe7fv+/n53f27FnJaSp5/v333yVLlgDMYIwHDx4INOBJODo6Ojg4PHr0iNSura1tampKWyV+wIABR44cOXv27JcvX3R0dOzt7YODg2ldJK5cuXLt2rXMzEyAlW5iYiKUwmJy584dT09P3O3l6tWre/fu9fHxYRo/YMAAWanWkigpKQHy0kvkDLGVAE7bKe2knpIlPj7+zp07WVlZpqamY8aMgUcPEAgEAoH83LS0D/+vgLRj4NmUX0IQJDExUfy1bt68ybREeHi4+PKlzbt377p3705Uu3379rdv32YvgcvlMjnHysvLl5SUSE95MYmNjSXFHjPh6ekpgvyysrLp06cTfe+trKxevHjx+vVrqoO9urp6ly5dSI1KSkpRUVFEmXV1dSyPEiSS4oElubm5WAoAEmpqal27dqW2q6iofPr0SWbqtSyARAC9e/duae0kBiDzCIIgX79+bWkFWdHU1DRnzhxSvIybm1tdXV1LqwaBQCAQCEREYBm5nwCmGnJEJkyY0LdvX/HXmjBhAm0daVtbW2KZ7tZJbW3tuHHjSEn7i4uLp06dmp6ezlLI169fmdIN8Hi8lJQUcbWUGjt27ODz+WxGdurUSQT5urq6Fy5cSE5OPn78+L59+2JiYt6+fTtgwIB+/folJSVNmDABcyNXVlaePHmyu7t7VlYWSUJTU9P8+fOJJQ83btzIVG2OyPz588XP78Ce8PBwWp+Xurq6MWPGDBw4kNhoaGgYERFBOjb6hRk7dixTQMSkSZNkrIz0kJeX9/b2pu2aMGFCx44dZayPaAQGBp45cwZFUWLj9evXly9f3lIqQSAQCAQCERPoQv8ToKysrKCgAHbabN++vUTWQhDkxo0bc+bMiYiIwL/2KSkp1dTULFiwYP369ULlJJMxly9fpg1bbWxsPHjw4IEDB9gIAWR3E9jbsrx8+ZLNMDk5uSlTplRXV6ekpNTU1PTs2VOo4ItevZBQcboAACAASURBVHpRC3pbWFjcunWrubn527dvHTp0UFBQMDQ0pJ1eWFj49OlT7JCIx+MB0s5zOBwEQSwsLNavX+/h4cFeQ/GhjQjAyM3Nff78eWRk5KtXr378+NGrV6+pU6f+jAXeRcbQ0DAoKGjFihWk9l69esnMLExKSnr9+jX2/B0dHamFDyVCYGBgamrqnTt3iI19+vQB+CC0KrhcblhYGG1XeHh4cHCwlpaWjFWCQCAQCAQiPtCA/zkQaDcCks8Jy8mTJ69fv05saWpqSktLS0tLu3Dhwvnz56Wdi15k3rx5w9SVmJjI4XDq6+uPHTuWkJBQVVVlaWnp7e1taWlJGmlkZKSvr08bjK2goGBlZQXWobCw8PLly/+PvTuPj+l8H/8/M4mskiCxJBVEEkskIbbYqwhVazVq35fatVpKS6u1LxWleKvqoiiV1lLUVmoLoUEQErEFQUhiiezL/P6Y32M++c7MObLMnMlJXs+/5L7O3Pc1ySTtdc69REdHOzs7t23btmvXroV/H0WU/8m2iBkzZvz5559LlixJS0vTtPTp02fFihVFeyyfmJioPSnA0tLS3d1doVBkZWU9evRI6CVxcXGafzx+/FjkbIXQ0NDOnTubZddAkV83pVKpVCq7d+/evXt3nVBMTMy8efPCw8PT0tIaNGgwZcoU/WtKh48//rhu3bozZ86MiopSKBTly5f/4IMP5syZI8EP6+nTp+PHj8//B8rf33/Dhg3Nmzc3+lg2NjZ79uzZvXt3aGjorVu33N3du3TpMmzYMBPdLzC6O3fuvHjxwmAoKyvr2rVrOnNJAACAPJh7Dn9pYOo18Gq1+rV7XI8YMcIoAz19+tTOzk5kIEdHxydPnhhlLKMbO3asUNrNmzePjIz08PDI31iuXLkFCxbo9/PVV18Z7GTkyJHiCaxdu1bnYexbb72VkJBgmrery9/fX+jtK5VKS0vLxo0b79mzx+BSCHd398TExIKPde/evQEDBmie4Dk6Og4YMODevXv5LxA5dm7Hjh2aaxISEoSuUSgUhw8fNjj0v//+u2TJki+++GL79u0mWsor9AFQKBTz5s0z+JItW7bo/5KOHDkyLy/PFBmWEM+ePbtz545k7zE3N7dly5b6PxQnJyedjx/UarX4ep+wsDBzJwgAAIqCAt4ITF3Ap6WlvXZzstDQUKOMtXXrVvGBFArFunXrjDKW0a1evVoo5xEjRujvqaaxd+9enX40x8jpPIbt3r37q1evREYXOly9ffv2pnzT/0dojUDdunWfPXuWmZmpVqs1MxEMmjVrVgEHioyM1N/Y38nJKTIyUntNjx49DI5iZWWV/waQ0IqMcuXKJScn64wbHx+vs0GDh4fHkSNHiv2d0xUfH2/wYbKjo+PDhw/1r3/06JHQLPrt27cbPb0ya9++fUKf3uDgYHNnV+LMnDlT6NtlZWX1/PlzcycIAACKgk3sZCA+Pl58c7JOnToZa/uox48fv/aamJgYo4xldAMGDKhYsaJ+u0ql8vPz099TTUN/mailpeXGjRtPnTo1ffr03r17f/jhhwcOHPjrr79EniorFIrly5er/9/NojT+/fffc+fOFfhNFN2ECRMGDhyo01itWrVt27ZVqFBB83z40KFDQi8XCemYOHGi/tTcFy9eTJgwQfvlvHnzDG7kPmPGjPznEX722WcGhxg3bpzOjzI3N7dXr16HDx/O33jnzp0ePXoY/QPp5ub2xx9/VKtWLX+jg4PDhx9+WK5cOf3r//zzz1evXhnsSuJzBwtyYoV8nT59WigUGhr60UcfSZlMCZeVlbVu3Tqh6IABAwp7uCYAACghKOBlQLxuHDp06K5duwp4fthrFeSwd/E59mbk7Oy8Y8cO7ZJsDRsbm3Xr1mnXe+u7fPmywfZWrVotXbp0586dISEhBTnq7LUr8E3NwsJiy5Yte/fufe+993x8fNq3bz9nzpyYmJhGjRpprxFZc/7a0+M1Hj16JFRHnT59+uHDh5p/N2zY8J9//sk/tKOj4/Lly3Vmp48ZM2bevHn5jxZXqVSjRo1avny5TucHDhww+G1MT0//5ptvCpJ5oQQFBcXExKxYsSIwMFBz7yMlJeXrr7/29PRcuXKlzsU3b94U6ic2Ntbouel7+fLlJ5984uHhYW1t7ebmNnz4cCNuilFypKamikRXrlwpcgpmWXP79m2hBfAKhWLEiBFSJgMAAIyITexkwNXV1cvLy2CR4ODgsH79+vz1TzF16tRJpVKJP/Bv06aNsYYzuo4dO964cWPVqlUREREZGRkNGzacMGGCh4fHokWLRF61aNGiCxcuZGRk+Pn5jR8/XrMTW2GJHBNQkIMAjaVbt27dunUTiopsOF/Adx0fH29wooHG/fv3tfvPt2zZ8r///ouMjIyJialatWqTJk0MPvSbPXv2oEGD9u7dGxsb6+7uHhQUlL/s1zp79qzQoGfOnClI5oXl6Ojo6Oios7f/y5cvP/roI0tLy0mTJmkbRW6xSbBBfXx8fOvWrbVbAz569OiXX37ZuXPn0aNHjXK0ZMnh7e0tfsGPP/7Yu3dvaZIp4cT/hgsdBAgAAGTA3HP4SwMJNrHbtm2bwR/f0qVLjT5WpUqVRD4wVatWXbp0aWxsrNHHNam///5b6B3p/L+snZ3dDz/8UIQhAgMDhYY4duyYsd9QEd2+fVtoQ8RVq1YVpAeRp80KhcJ0Hwz9c8u0vLy8TDFiXl6e0HHfLi4u2dnZ2itFjrL/8MMPTZFbfv379zc4dMOGDU09tMRE9hrQ8Pb2NneOJUV6errQ98rKyurFixfmThAAABQRU+jloV+/fj/++KOzs7O2xdbWtkuXLnFxcStXrrxz544RxxI/HDghIWHGjBkNGjT48ssv1cJPYkuaoKCghg0bGgzpnL6WlpY2duzYixcvFnaI8ePHG2z39fVt27ZtYXszEQ8Pj3nz5um3t2nT5oMPPihID56enl5eXoUNFV+9evWEQvpnARrFrVu3hCaiJyYmXrt2TftlUFBQu3bt9C+rUKHCtGnTTJGbVkZGhtC88cjIyPxJlgLVqlXbsGGDyClumm0XYmNjV6xYMWnSpCVLlhThF7l0sLGxGT16tMHQkCFDOAEeAAAZM/cdhNJAgifwGs+ePdu1a9eSJUvatGmTf8NzGxsbzXFoubm5OTk5xRylZ8+eBfzwrFmzxhhvSyK3bt0KCAjIn7/IPNIxY8YUtv+8vLypU6fqbETv4eFx/fp1U7yd4jhw4EDjxo01hZCbm9vixYszMjIK/vI9e/bo77mgUql2795t8PqbN2/u2bPnxIkThdr4Ojc3NzY29u7du5ovk5KShOaG5B/3wYMHJ06cuH37dvHPNrt06ZLIh//06dP5L05MTHz//ffzX9CwYcNz584VM4fXunv3rkiS+/btM3UC0lu/fr3Q+x03btznn3+ef46JSqUaPXq05giGsiY9Pb1Xr14636LOnTunpKSYOzUAAFB0FPBGIFkBrzFy5EiD//Pq6elpb29va2vbvHnznTt3Frn/gu9GXqNGDXkdc52Tk7N169bJkycPHTp08eLFBk9E1wgMDCzaEGfOnBk7dmybNm369OnzzTffpKenG/ctGFFGRkZSUlLRXrtv3778D9u9vLz0T+NTq9XR0dH5D36zt7efN29eVlaWeOepqalffPGFdgJw5cqVv/vuu+zs7H379unMClYqldOmTdO86vz58y1atNCG6tWrd/DgwaK9O41nz55ZWhreJUSlUiUkJOi/JDIycsOGDStXrjxy5Ejxb6UVMEmR31CduwylQ25urtBhE0IHp02dOtXcWZvNvn37xo4d26lTpzFjxhTnvwsAAKCEoIA3AikL+MePHxdww/niJLNs2TKhldI6Hj9+bMR3J7H8x57paNmypbmzK+mys7MjIyN37959+fLl/AvCtR48eGDwUIPRo0eLd2twxcGwYcPUanV8fPzkyZObNWvm4+Pz/vvvnzx5UvOqsLAw/a0clUrljh07ivMe+/TpY/Dj0bVr1+J0a1yNGzc2mGSFChUKNbFCLrR/b/UJHY3GsecAAKDUYA28zERERIhvL6y1du3ao0ePFm2UTz755MqVK9OnT69bt674lbI+d1qo8lEoFKVs+25TsLS09Pf379mzp5+fn8En1YsWLXr69Kl++8aNG6OiooS6/fXXX0+ePKnf/ssvv5w8edLNzW3VqlXnzp2Lioravn279kCETz75JCMjQ+clarX6ww8/LM4RAKtXr/b09NRptLS0rF27ttDB79JbvHixwWXh8+fPL5WbjYtsSCl0cFpWVlZkZKTJMgIAAJAOBbxspKamzpkzZ8yYMQV/idDe9QVRp06dpUuX9uvXT+QaZ2dnV1fXIg9hdv369TO4zbi1tXX+Q8JQNIcPHzbYrlarjxw5IvSqPXv2FDb0/PlzoZPk4uPji1O5ubm5Xb58edy4cfkr5JycnDVr1vj7+2sPvTevoKCg3bt3165dW9vi4uLy/fffT5w40YxZmY7Bu0KvJetbjQAAAFqcAy8PCQkJbdq0ET/BS19xdqd/9epVVFRUamqqyDVjxowR2RG65Ctfvvxff/3Vr1+/2NhYbaOLi8uGDRtEph7k5uY+efKkWrVqOvvVQYfI8myR0OPHj4VCjx49MtiemJioFj4QoWj1npadnd358+f1H+PfuXPn448//u2334rTubF069atU6dOFy9ejI2NdXd3b9KkiYODg7mTMhWRm4aWlpY5OTn67SqVysfHx5RJAQAASIQCXh4+/PDDwlbvCoWiQoUKRRgrLy9v1apVc+fOFZqPqtG4ceO5c+cWof8SJSAg4MqVK5s3b/7vv/8yMzP9/f2HDRtmcIsshUJx48aN6dOnHzp0KCMjw97evlevXosXL3Z3dxfp/+nTp1euXLG3t/fx8SnFNZVBNWrUECqea9SoIfSqKlWqCIWqVatmsL1q1aoWFhZCU+WFznIvoBs3bkRERBgM7dy5Mz09XXN0mVE8evQoNjbWzc2tdu3aBdzqQsva2rpFixb5t/ErrXr37r148WKDoQ4dOhjcg7Nnz56ynisEAADwf8y8Br9UMPUmdllZWUK7YYtbu3ZtEYabPn36a3vu3LmzvPafL76wsDD9Uq1ixYpRUVEGr3/06NGQIUO0T+ltbW2//PLLkrwpvdEJVVn29vYiex9+//33Qp+6Y8eOCb2qS5cuBl9Sp06dYn5QDxw4IPKLcPPmzeJ0rnX58uU333xT262Hh8eff/5plJ5LpXHjxun/LDp27Pjy5cvOnTvrtAcEBBg8MgAAAECOKOCNwNQFfFxcnEgJYWtrq7/PlkKh8PHxKUK5eO/ePaGbBc7Ozp6enr169Srm6Vwy5efnZ/Db0qlTJ/2LU1JS6tSpo39xcHCw9JmbS1pamv4DYaVSuX79epFXZWVlGXyMPGDAAJFXXbt2TX++iZWV1dGjR4v5LsLCwgz+3DWePHlSzP7VavXly5d1jsfT+OGHH4rfeamUm5u7ceNG7eSXSpUqLVy4ULvl/vbt299///0mTZr06dPn+++/l+Y8PwAAAGlQwBuBqQv4mJgYkRLC2tr6yZMngwYNyr8kOzg4OD4+vghj/fzzz0IDVatWzehvTS5u3Lgh9G1RqVTJyck61ws9fFYoFCdOnDDLWzCLjIyMhQsXaibMW1tbt2vX7tSpU6991cuXL6dPn649yNDJyWnp0qWvPT3+9u3b7733Xrly5RQKhYWFRYcOHS5dumSUtyB0OJmfn1/x+1er1e+8847B/itUqJCWlmaUIUqrhISEe/fumTsLAAAA6bAGXgaElv5q2NnZVa5cefPmzfPmzbtw4UJeXl5AQICXl1fRxkpOTi5CqNSLj48XCuXl5T18+FBn2fzBgweFrj9w4IDmnPO4uLhNmzZdv369QoUKrVu37t+/v6x3BDTI2tp61qxZs2bNSklJsbW1LeBKEAcHh6VLl86fP//69evW1tZeXl4FeaGHh0doaGh2dnZcXFz16tX1j4UvGmtr66+++urDDz/UaVepVIsWLSp+/9nZ2ULb9T9//jwsLKxjx47FH6W0EtkxAQAAoFSigJcBR0fHSpUqCdXPzs7Omn94eHh4eHgUcyyRLdkqVapUzM7lS/tNNsjFxUWnJSkpSejixMREhUKxatWqmTNnpqenaxrXrVu3fPnyP//8s/g/QQlkZ2dfvHgxOjrazc2tadOmBdkrsQgb+FlZWTVs2LCwrypXrlyR714JmTp1qqWl5Zw5c7Sb57u7u69cubJbt27F7/zFixciJ5wVcwt9AAAAlDKcAy8PDRo0EAoZcRNshULRqVMnoQnDjx8/3r59uxHHkpEGDRpUr17dYCggIKBq1ao6jUIXKxQKd3f3gwcPTp06VVu9a1y6dMnLy6t58+ZbtmxRCx+KZnZHjx719/cPDAwcNmxYUFBQrVq1QkJCSnLCRjFx4sTbt28fPHhww4YNx44di4mJ6dOnj1F6rlixosivcDG30AcAAEApQwEvD9evXxcK2dnZGXGgChUqrF69Wig6Y8aMUl+qGaRSqUJCQvQPfi9XrtyKFSv0rxeq7lQq1bvvvrty5UqD0by8vPPnzw8ePLhv3755eXnFzNkUwsLCunbtGh0drW158eLFtGnT5s+fb8aspFGhQoXOnTuPHj26ffv2RrxrZmFh0bNnT4MhV1fXsnAsHAAAAAqOAl4GkpOTNfOuDTL6hOGWLVsKhe7duxcbG2vc4YRcvXp1+fLlU6dO/fbbbyUbVERwcPCePXvyb/jv7+9/+PDh9u3b6188fPhwg0uXZ86c2aBBg0uXLomP9ccff/z666/Fy9ckZs+enZWVpd++cOHC58+fm2LErKysS5cuHThw4Pbt26X15tHixYv1J3FYWFj873//0+zJBxh05MiRkSNHtm7dum/fvmvXrhVZiwEAAEoNCngZuHz5skjU6AX8ixcvRKLaZcCmk5OTM2nSpEaNGk2fPn3VqlUffvihr6/v559/bvb6rXv37tHR0deuXdu/f39sbOzFixfzn92dn4WFxf79+5cuXerq6qpQKJRKZYMGDUJDQxcsWKBQKArydH3r1q3GTb74cnJyTp48aTCUkZFx+vRpo4+4adOmWrVqBQQEdO3a1dPTs02bNhcvXjT6KGZXq1atCxcuDBkyxNraWqFQWFhYtGnTJiwsTOjJPJCTkzN06NCgoKCffvopLCwsNDR04sSJjRo1unfvnrlTAwAApsUmdjJw//59kWhmZqZxh6tRo4ZSqTRYLSuVylq1ahl3OH2zZ89es2ZN/pasrKyFCxc6OztPmzbN1KOLs7S0rF+/fv369V97pZWV1fTp06dPn56YmGhjY5P/oO+GDRsKbTyudfv27eLmamypqak5OTlCUfH7PkWwcuXKjz76KH9LWFhY27Ztw8LC/P39jTuWBGJjYzdt2hQdHe3s7Ny6deuBAwfmP3TAzc1t06ZNP/74471791xdXY27sQVKn5CQEP1JOteuXRs0aJDQXTYAAFA68AReBsSfseevDI2icuXKHTp0MBhq3769/lxf40pLS1u1apXB0JIlS0rmynBxLi4uOj+jyZMnv/ZVjo6OJsuoiBwdHXVOy8vPuPvnp6SkzJ49W789NTX1s88+M+JAppabm7t+/Xp3d/c6derMnz8/NDR0/fr1Q4cObdq06d27d3UutrS0rF27NtW7iLy8PM1uglFRUWV5xvj//vc/g+2nTp26cuWKxMkAAAApUcDLgPgRXKY4PHzt2rWVK1fWaXRxcVm3bp3Rx9Jx5coVne3ZtZ48eXLnzh2Tjp6SkvL55583bdq0atWqLVq0WLZsmcEl38XUo0ePhQsXii9vfuutt4w+bjEplcr+/fsbDNWuXbt58+ZGHOvUqVOpqakGQ4cPH87NzTXiWKaTkZERFBQ0bty4Bw8e6IQuXboUHBwsxxtSZhQeHh4YGOjp6fn222/7+vp6e3v/8ccf5k7KDNLS0kRm6Fy9elXKZAAAgMQo4GVAfJK8SmX8H2KdOnWioqLGjh3r5uamUChcXV3Hjh0bFRVVt25do4+lQ/ypminKaa2bN2/Wr19/4cKFERERT548CQ8PnzFjRpMmTUR2ECyyWbNmHTt2LDAw0MrKSj/q4uLy8ccfG33QgsjNzY2Jidm3b9+VK1f0fxbz5s2rV6+eTqOtre3PP/9srBtJsbGxy5YtW758udAFWVlZKSkpRhnL1EJCQo4dOyYUjYiIYLZzwYWHh7dv3/6///7TtsTFxQUHB//0009mzMosLCws9E/E0GLjQwAASjcKeBmwt7cXifr4+Jhi0MqVK69fvz4+Pj49Pf3hw4fr16+vUqWKKQbSUbduXaFbEvb29h4eHtnZ2bGxsaYo4UaPHh0fH6/TePXq1U8++cToY+3fv79bt27h4eH6tyRatmx59OhRze53Ejt+/HijRo3q1avXvXt3f3//OnXq7Ny5M/8Fzs7OERERs2fP9vT0VKlUVapU6d+/f1RUVNu2bYs/ulqtnjNnjq+v74wZM44ePSp0maOjo5OTU/GHk8DmzZvFL3jteQTQ+vTTTzMyMvTbp0+fbtL7esaSmZn53Xff9e/fv0uXLlOnTo2MjCxyV9bW1n5+fkLRpk2bFrlnAAAgA2oU2z///KP5Zk6YMMEU/YvvvF2xYkV/f/+pU6cmJiaaYnTpvffeewbf6ZAhQwYMGKB5vqRUKgMDA0+dOmWsQfUXJGvZ2tqmp6cbayC1Wv3kyROhEvT777/Py8sz4lgFd/ToUf1nd0qlcvPmzQavz8zMNG4C3333ncjnXGv48OHGHdd0bGxsxN9LSEiIuXOUh1evXolMNTLi3wETuX79us5WJhYWFp999lmRO9yyZYvBb0W/fv2MmDYAACiBeAIvA+L7xj179uzy5cvffvtt3bp1L1y4IFlWprNu3bqAgACdxubNm//999+//fabZl63Wq0ODw9v165daGioUQa9efOmUCg9PV38IIDC2r59u9Ce7SdOnBCZHGtS06dP158zr1arP/nkE4Obzxuc/F8cy5Yte+017u7uCxcuNO64piO+e4VCodD/nMOgZ8+eiewXYIpFLkaUk5MTHBys8xcmNzd34cKF27dvL1qfAwcOXLx4sc4dot69e2/YsKHoiQIAADngGDkZcHV1rVy58tOnT8UvS0pKGjJkyJUrV0yxKl5KlStXPnfu3A8//HDgwIE7d+54e3v37t37r7/+OnfunM6VeXl5kyZN6tmzp04x+fLly127dkVHR1esWLF169atWrV67aDi6xSMu9X/tWvXhEJRUVFGHKjgEhMTIyIiDIYeP34cGRnZpEkTkybw5MmTuLg4kQucnJwGDhw4b948Z2dnk2ZiRO3atRPZZS0gIMAoSw9M4enTp2vXrtVM827YsOHEiRNdXFzMmE/lypWtra2FdgNxd3eXOJ9C+ffff4V+r9esWdOvX7+idfvpp5/269cvNDT0xo0brq6uHTp0ePPNN4uRJgAAkAlzTwEoDUw9hV6tVhd8X6Lw8HAT5WBGubm5dnZ2Qm/533//zX9xaGiozpyFXr16JSUliQ+Rnp4u9LzU29vbuG9nypQpQu8lMDDQuGMVUExMjMiH6uDBg6ZOQH/3gfyEpvGXcJGRkUJnwvn6+t66dcvcCRq2a9cunfMCK1asuGvXLvNm1adPH4Pfydq1a+fm5po3N3EhISFCH2wnJydzZwcAAGRG3o9qy4iMjIyCn3gcGxtr0mTM4vnz52lpaULRhw8fav8dHh7ev3//hISE/Bfs3r37tY+5bGxshA4Y//rrrwuT7OuJnLgWGBho3LEKyNXV1dJScD5OjRo1TDHo1atXf/jhh5CQkEOHDjk7Ows941Uqle3atTNFAqbm7+//999/59+3X6VS+fr6rl+//uLFi7Vr1zZjbkLi4uIGDBjw7Nmz/I3Pnj0bMGCA+BQJU1u+fLn+YiIrK6sNGzaU8DlHIumV8MwBAEAJxP89yEDBq3fF66aCy5STk5O1tbVQNP//1i9ZssTggu0jR46Eh4eLj/Lpp5/Onz8//6P+SpUqbdiwQejw8/wKtQo3ODjY29tbv93Ozk7k4bxJOTg4dO7c2WDI19dX/+i4Ynr27NmgQYP8/f3HjBkzbdq0Ll26BAQEvPPOOwYv7tatWwmfIy3izTffvHz58rFjx9auXfv777/fvXv3ypUrY8eOFbldYl4//vhjenq6fnt6evrGjRulz0fLw8Pj0qVLw4cP16xnsbKyevvtty9cuNChQwczZlUQjRs3FgqxYzwAACg0c08BKA0kmEJfwI3NLC0tExISTJSDefXs2dPgW65YsWJaWpr2MpHT11auXFmQgeLj47dt27ZkyZLQ0NDk5GTxix88eDB48GDNlvIODg79+vW7e/duQUaJiYnRWVVevXp1CWaqi7hx44b+M3BbW9uwsDCjj9WxY0f9H5C9vb1+e0BAwOPHj42eAIT07t1b6DeoV69e5s5OrVar8/Ly4uPjs7OzzZ1IQeXl5bVo0UL/+6lUKv/++29zZwcAAGSmhD4Fgg4LCwuDD5Z1TJo0SZrT2qW3ePHi48eP62/evmLFivzLjIW2uVIoFAYPkdbn5uZWwG2lrl271qZNG+1k45SUlO3bt+/fv//48eOv3V28Tp06586d27179/nz5zMzM/38/Pr27Wve2RPe3t6RkZEzZ87ctWtXSkqKra1t586dly1bZnCyQHGcOHFCe88rv9TUVA8Pj927d+/YsePmzZvu7u6dO3ceMWKEhYWFcROAiJI/31upVLq5uZk7i0JQKpU7duwIDg7OPwnIzs5u8eLFb7/9thkTAwAAckQBLw/W1tbiBbyVldXUqVNldMJWYdWvX//MmTNTpkw5cuSIpsXT0zMkJKRHjx7aa27duiXSg4+Pj3FTmjRpks5SYYVCkZKSy2UO/AAAIABJREFUMm7cuNdO11coFCqV6t1333333XeNm1VxuLm5bdq0Sa1WJyQkVK5c2USV86lTp4RCJ0+e3LBhg9BsC0ggICDgzz//NBgy9UkEpVj16tXPnDnzxx9/nD59OikpycfHZ9CgQfJdGAIAAMyIAl4e/Pz8zp49azD0wQcftG3btnXr1rVq1ZI2KanVr1//8OHDiYmJ0dHRb7zxhoeHR/7o9evXW7Vq9fz5c4OvrVmzZlBQkBGTSUxM/Pfffw2Gzp07d+/ePRNt/CYBpVJZrVo10/WfmppahBCkMXr06GXLlr18+VKn3cnJadSoUWZJqXRQKpXBwcHBwcHmTgQAAMhbiZgSideaOHGiwXY/P781a9YMGjSo1FfvWi4uLm3atNGp3hUKxfTp04Wqd2dn599++83GxsaIacTHx6vVaqHovXv3jDhWKSMyJ79OnTpSZgJ91apV27Vrl84cdTc3t507d5r0tg4AAAAKgifw8jB48ODIyMgVK1bk5eVpG728vEJDQyVbIZyQkPDtt99euHAhNzfX399/ypQpNWvWlGbo18rIyDh06JBQ9LfffmvZsqVxR9Q5KFuHs7OzcYczl1evXl29evXJkyf169f38vIq4GaK4nr27FmxYkX91QcKhWLYsGGF6urBgwfbtm2Ljo52dHR89OjRgwcPHj165OXlNXjw4EGDBhkl2zLorbfeiomJ+emnnyIjI9VqdUBAgHbvdwAAAJiXUuQpIgro6NGjmt2zJ0yYsGbNGtMNFBERsW7dusuXL1evXv2tt94aO3asyOFqxrVr167hw4fn30PO1tZ2zZo1I0aMkCYBcfHx8dWrVxeK7ty5U2Rv7SKrX79+dHS0fnvNmjXv3Lkj9+oxLy9v1apVX331lXZeQ5s2bdasWePv71/8znft2jVgwACdbQUHDx78yy+/FHyntLVr186YMUNo1n2nTp327NmTf4ND6EhISPjrr79iY2OrVq3avn17kdPOJJaUlHT+/PmHDx96enq2aNFCsr9yAAAAMmDeTfBLBwmOkVOr1efPn2/durX2B9e+fftLly6Zbrj87t+/n/90dC1LS8srV65Ik4O4tLQ0kYO1TXEQmlqt3r9/v/70B6VSGRoaaorhJPbpp5/qfyednJxiYmKM0v+tW7eGDRtWt25dNze3oKCgXbt2Ferl+/fvf+0tks8++8woqZZK69ev1xx/qP3cDh06NDU11bxZ5eXlLVu2zMHBQZuYh4fH3r17zZsVAABAyUEBbwQSFPBHjx61srLSqU9sbGxOnz5tohHzW7BggVCNNGXKFAkSKIguXboYzLBatWqmOzL6wIED+Zdt165de/fu3SYaSxoJCQljx4594403hH7iAwYMMHeOarXASfL6P3pzpykoJycnJibm2rVrZjnPfNeuXQa/Y0OGDJE+mfzmzZunn5WFhcU///xj3sQAAABKCDaxk4dJkyZlZWXpNGZkZEyZMkWC0aOiooRCV69elSCBgli+fHn+B3caKpVq9erVIg/ni6lLly5RUVGXL1/evXt3ZGRkdHS0rI9Ai4qK8vHx+f777+Pj44WuOXz4sJQpCYmIiHjtNY8fPxba19CMMjMzFy9eXLFixbp16/r4+Dg5OX355ZdpaWlS5iB0S27z5s1xcXFSZpJfSkqKwYMwc3NzP//8c+nzAQAAKIEo4GXg9u3b165dMxiKiIh4+PChqRMQKYBNVxsXlq+vb3h4eOfOnfO3HDp0yNTnNllaWvr5+fXs2dPf379cuXImHcvUxo4dm5SUJH7Ns2fP1CVg44zc3NzXXqNUKo179IBRvP/++7NmzUpJSdF8mZaW9vXXX3fv3j3//pQmlZOTI3T7Q61Wh4eHGwzt37+/T58+9evXb9269YwZM5KTk42e2NmzZ9PT0w2GwsPDJb7HAQAAUDJRwMvA48ePixw1iqZNmwqFmjVrZurRC65+/foHDx589uzZuXPnHj58eOXKlYJMtIbGvXv3wsLCXntZjRo1SsL+fL6+vq+9pkmTJiWtgN+/f/+ePXv0248dO7Zt2zZpcsjOzha5WZCZmanTkpubO3To0G7duu3cuTM6OjosLGzZsmXe3t5nzpwxbmL6h89rqdVq7S0PAACAsowCXgaqVq0qEpXgcOahQ4caHMXBwWH8+PGmHr2wKlSo0KxZM1dXV3MnIjN3794tyGV9+/Y1cSIF8toPnlKpnDNnjjTJFNzevXuLEDIuW1tbkQMgfXx8dFp++OGHX3/9VacxOTlZ/xyBYvLw8BAKOTo6uri4GHEsAAAAmaKAlwFPT0/9/6vWaNKkiZubm6kTcHJy2rt3b/7d2hQKhbu7++7du0V2O4O85N+TXIivr+9nn30mQTKvNWTIkGnTpgmdOVexYsUNGzaUwP0Injx5IhSSYCqN1ujRow22N27cWP8wuR9//NHgxXFxcUeOHDFiVgEBAfXr1zcY6tevn/6JDwAAAGVQSVnADHGrV68OCgrSmfiqUqkWLVokTQJNmjS5cuXKb7/9dvHixZycnEaNGg0cONDg2XKQKV9f3ypVqghVmK6uriNHjpw1a5a9vb3EiQn55ptv+vfvv3HjxuvXr1euXNnLy8vNze3p06d169Z9++23S+YDW5H5MhLcidOaMWPG+fPndSbzu7u7b926VX99RExMjFA/0dHR3bt3N1ZWSqXy559/7tSpk85s+Xr16hnc3A4AAKAMooCXhwsXLugvW83Ly/v++++DgoKkycHKymrYsGHDhg2TZjhIzMLCYuHChfrPZpVK5ebNmwcOHGiWrMQ1a9asRO3C8Fo9evRYs2aNwZCU8wWsrKx2794dGhq6devW6OhoNze39u3bf/TRRwbvzlhbWwv1Y/QtBpo3b379+vXZs2cfPXr04cOHXl5e/fv3nz59OvcKAQAANJQlYUNpuTt69Khms7QJEyYI/d95cajVahcXF4PbPiuVynv37lWvXt3og0Jezp07d/z48SdPntStW7dXr16VK1cuWj8//fTTp59++vTpU82X1atXDwkJMfVO/mVK3759Q0NDdRo7d+78999/C60IMK/evXvv3r3bYCgiIkJ/yr2xqNXqkrBdIgAAQInCE3gZSEpKEjq0Sa1W//fffxTwZVlKSsqYMWO2b9+ubZk+ffry5ctHjRpVhN5GjBjRt2/fc+fO3bt3z9PTs2nTpra2tsZLFoqtW7e2aNFiwYIFz549UygUDg4OM2bM+OSTT0pm9a5QKGbNmrVv376cnByd9m7dupmuelcoFFTvAAAA+kro/zIiv3v37hU5ipIsLy/vxx9/bN26tYuLS506dUaNGnX//v3CdjJq1Kj81btCoXj+/PmYMWP2799ftKzKly/foUOH4cOHt23blurd6MqVK/fxxx8nJSXdunUrNjb2+fPns2fPLmnH3eUXGBi4fft2ndX7wcHBmzdvNldKAAAAZRZP4GWgXLlyIlF3d3fJMoERZWZm9uzZ89ChQ5ovk5KSYmNjt23btnv37k6dOhWwk9jY2B07dui3q9XqhQsXvvPOO0ZLF0alVCpr165t7iwKqk+fPp06ddq7d++1a9ecnZ1bt27dvHlzcycFAABQFlHAy0CtWrWUSsHdCpo2bSpxPhDy6tWrU6dOxcTEvPHGG61btxY/i/7bb7/VVu9aaWlpw4YNu3nzZgEffYeHhwuFzp07l5eXV2InZkNeHB0dS+ZGhgAAAGUK/3MvA2q1WmSvwfj4eCmTgZDQ0NC6det27dr1ww8/7Nu3r6en59y5c3Nzc4Wu//XXXw22P3z4sODHa2dlZQmFcnNzRUYHAAAAIDsU8DKQlJQkEk1MTJQsEwg5cOBAv379Hj58qG1JT0//6quv5syZI/SSW7duCYVu3rxZwHHr1asnFPL29hZffIGS7MmTJxMmTPD29razs2vUqNHChQszMjLMnRQAAADMjAJeBl6+fCkSZY50SfDll1/m5eXpt3/zzTeazcb1GTxzW6N8+fIFHLdFixZ+fn4GQ2PGjClgJyhpLl68WK9evXXr1t28eTM9PT0yMvLzzz9v2rSp+L08AAAAlHrUfjIg/uSt4MVeCadWq7du3fr+++83adLkvffe27Bhg1xmgKenp58/f95gKCsr6+zZswZDbdu2NdiuVCrbtWtXwKFVKtW2bdv0zxHs16/f1KlTC9gJShS1Wj18+HD9+z5RUVGzZs0yS0oAAAAoISjgZUB8n/n//vtPskxM59WrVx07dhw0aNCOHTsuXLjw559/jh07NjAw8OnTp699bUZGxsWLF0+ePGmu55NpaWkimxSkpKQYbP/iiy+sra3124cMGVK3bt2Cj+7j4xMdHf3111936tTJ19e3b9++f/3117Zt2ywt2aJSlq5evXr58mWDoW3btumfxw4AAICygwJeBtzc3BwcHISiN27ckDIZE/n000+PHTum0xgRETF+/HiRV+Xk5CxbtqxKlSqNGzdu165d5cqVBw8enH8hujQqVqxYsWJFoai3t7fB9kaNGu3du9fLy0vbYmlpOWnSpPXr1xc2AXt7+zlz5hw+fPjKlSu///579+7dC9uDjGRlZZXumeS3b98WCqWkpBTklhYAAABKKwp4eTD4qFYjISFBykxMITMz85dffjEY2rlz55MnT4ReOH78+BkzZmgfcavV6i1btrRt2/b58+cmSVSASqUaPHiwwZCfn1+jRo2EXtipU6erV68eOnRo5cqVW7ZsiYmJWb16tY2Njckylbdjx44FBgba29u7uLhUq1btq6++Sk9PN3dShfbgwYMJEyY0bdq0Xr1677333r///qtzgciiGKVSKXIvDwAAAKUeBbw8CE3DVigUBvdOk5e4uLjU1FSDoby8vOjoaIOhS5cubdy4Ub/99u3bK1asMGZ+BTBv3ryAgACdxkqVKm3atEmpVIq80NraOigoaOrUqQMHDqxdu7YpczS5zMzMRYsWNWnSxMnJqUGDBh999FFycrKxOl+zZk2HDh3OnTunmUOekJAwd+7ctm3bCn1ySqa//vpLsztdRERETEzMn3/++dZbb02ZMiX/Nc2bN7e1tTX48qZNm5aaPS8AAABQBBTwMpCWliZy3He1atWkTMYUxE87E4oePHhQaOX533//bYS0CsPJyens2bPLly9v2rSpo6Nj/fr1J02aFBMTI/L4vZRJTExs2rTpZ599duHChZcvX167dm3lypX16tWLiooqfuePHz+ePn26fntERERISEjx+5dGcnLysGHD9O84rF69+o8//tB+6eDgYHCzOpVKNW/ePNOmCAAAgJKNAl4G7t69K7JHmnmn1MbHx48aNcrT07N8+fJNmjRZuXJldnZ2YTupWbNm1apVDYZsbW39/f0NhhITE4U6FAmZjpWV1ccff3z+/PkXL15cu3Zt9erVLi4u0qdhLjNnzrx69apO49OnT0eMGFH8zvfv3y80Wz5/6VvC7dq1S+hMwR9//DH/l7Nnz160aFH+gwarV6++Y8eOLl26mDZFAAAAlGzsUy0DIgvgFQpFhw4dJMtEx8mTJ995551Xr15pvrxw4cKFCxd+++23f/75p1ATfVUq1YwZMz7++GP90OTJk4XOS3dzcxPqUP9YNZhUdnb29u3bDYbOnz8fHR1dr1694vT/4MEDodD9+/eL07OUYmJiChhSKpUzZ84cOXLkmTNnHjx4UKdOnVatWgn9IgAAAKDs4Am8DHh4eDg7OxsMWVlZmauAz87OHjZsmLZ61zp37tz8+fML29tHH300c+bM/LPlVSrVuHHjRLrq2bOn0Elpffr0KWwCKI6EhAT9T4LWzZs3i9l/pUqVhEJCvxolkMj2hAYXvVepUqVXr14TJ04MCgqiegcAAICCAl4WVCqVlZWVwZCVlZW5Ni0PCwu7c+eOwdDmzZsL25tSqVy0aNHVq1eXL18+ceLEJUuWXLx4cd26dSLL4z09PefMmaPf3rx5c/HD52B04uVl8Vd5BAUFqVSG/1i9/fbbxexcMq1atRIKtW7dWspMAAAAIFMU8DLw4sWLR48eGQy9evXqypUrEuejIXJadXx8fEZGRhH6rFOnzscff/zdd9/NmDFDaOl7fl988cWff/7p4+Oj+bJSpUpffvnlsWPHOIlNYhUrVvTz8zMYsre3b9q0aTH7r1u3rsGbMtWqVZs5c2YxO5dMUFBQy5Yt9dvt7OwMrh8BAAAAdFDAy8B///0nEv3nn38kyyQ/kVXu1tbWQlMGjO7dd9+Niop68eLFw4cPk5KS5s6da2dnJ83QyG/+/PkGD8ybNWuWUaZ/r1y5csmSJfkf5r/zzjsnT550dXUtfufSUKlUO3fu7NatW/5GT0/PvXv3ent7mysrAAAAyAib2MlAQkKCSDQ2NlayTPJr3bq1hYVFbm6ufqhdu3ZCE55NxNHR0dHRUcoRoaNnz56bN2+eNm2a9uNqb2//2WefGTwRrQgsLS1nzJgxYcKEq1evPnv2rEGDBjVq1DBKz1KqWrXq3r17w8LCzp49m5qa2qBBg27duonvUmlcubm5t2/ffvXqVf369ZmoAgAAIDs8gZcBkUPgXxs1HTc3t8mTJ+u3lytX7quvvpI+H5jdwIEDb9y4sXfv3pCQkNDQ0Fu3bn322WcGH8sXWfny5Vu0aNG1a9cSW73n5eVt2LAhICDAxsamcuXKvXr1unz5skKhePTo0dixY728vGxtbcePH5+ZmTljxow+ffpIVr3n5OSsWrWqcuXKderUady4sYODw5QpU4SOtQMAAEDJxBN4GRDaa11DZINuU1u2bJmdnd0333yTmZmpaaldu/aaNWsMLvRFWeDo6KgzRbxMyc7O7tGjx8GDBzVfZmZm7tmzZ9++fXPmzAkJCXnx4oWm/fLly5cvX/7tt9/+/fdfyX5/x40bt3HjRu2XOTk5q1evPn78+NmzZw3ugQ8AAIASiCfwMiA+OTwgIECyTHRYWlouWLDg1q1bO3bs+O67744cORIVFSWjXcEB4/r++++11btWbm7u119/ra3eta5cuTJ79mxpEjt//nz+6l3r8uXL69atkyYHAAAAFB8FvAyInLCtMOsTeI033ngjODh44sSJHTt2ZFUtyrKtW7cabM/LyzPY/ttvvwmFjGv//v1Cob1790qQAAAAAIyCAl4G0tLSRKJJSUmSZQJAxN27dwt1/fPnz5OTk02Ty//jyZMnQiHxPTIBAABQolDAy0D16tVFojI6Rgso3Qp7FIJKpRI5jtGIqlWrJhRyc3OTIAEAAAAYBQW8DIifEe3i4iJZJgBEvPXWW4W6vkWLFtKsOunRo4fQcQC9evWSIAEAAAAYBQW8DLx8+VIk+vz5c8kyASDi008/rVixon67j4+PfqOFhcX8+fNNlElaWlpERMSZM2c0fx8aNWpk8NDHwMDAsWPHmigHAAAAGB0FvAzo71+dnzRraAG8Vs2aNY8ePdq8eXNti6Wl5dSpU8PDwxcuXGhvb5//yp07dxb2iX1BZGRkzJ0718XFpWnTpq1atXJxcRk/fnxycnJISMgPP/ygnTBvb28/a9asI0eOWFlZGT0HAAAAmAjnwMtAXFycSFS8vAcgpUaNGp05cyYiIiIqKsrJyalZs2aaPSxmzZo1atSos2fPxsfH16lTp1WrViY6fb1///67d+/Wfpmbm/u///3vzJkzZ8+eHTVq1KhRo+Lj49PS0mrXrm1hYWGKBAAAAGA6FPAyULVqVZHoG2+8IVkmAF5LpVI1a9asWbNmOu1VqlTp2bOnSYc+cuRI/updKzIycsOGDZpZ9PzFAAAAkC+m0MtAQECASFRkf2kAZcqBAweEQn///beUmQAAAMAUKOBlICUlRSR6//59yTKRhfDw8G7durm6ujo7O3fo0EGkpAFKmcTERKHQ06dPpcwEAAAApkABLwMVKlQQiVaqVEmyTEq+5cuXt2zZcv/+/Y8fP05OTj527FjXrl2nTJli7rwAKYgc6q5Zig8AAABZo4CXARcXF3d3d4MhCwsLgydUlU3Xr1+fNWuWWq3WaV+9evWhQ4fMkhIgpXfffVfovPc+ffpInAwAAACMjgJeHvIfQJVfbm7u8ePHJU5GeocOHZo9e/a4ceNCQkLi4+OFLtu2bVtOTo7B0JYtW0yWHVBSNGvWbMKECfrtQUFBgwYNkj4fAAAAGBcFvDw8ePBAKHT9+nUpM5FYYmJily5dunTpsmDBgvXr10+bNq1u3bpr1qwxePHt27eF+rl165bJcgRKkNWrV//yyy8eHh6aL6tUqbJ06dK9e/eqVPy1BwAAkD2OkZOHrKwsoZCNjY2UmUhs0KBBOrPfU1NTJ02aVLNmze7du+tcXL58eaF+HBwcTJIfyrasrKzr169nZGTUr1/f0dHR3OkoFAqFUqkcOnTo0KFDk5OTs7KyOKUCAACgNOGZjAwkJiZmZ2cLRevUqSNlMlK6dOmS0Nr1ZcuW6Te++eabQl21b9/eWFkBCoUiKytryZIlzs7OjRo1atGiRaVKlcaNG5eUlGTuvP5PpUqVqN4BAABKGQp4Gbh3757+xmxaJeS5nylEREQIhc6fP6/fGBwc3LhxY/12d3f3cePGGTMzlHkjRoyYOXPmq1evNF/m5uauX7++ffv26enp5k0MAAAApRgFvAw4OTmJRMUPmZM1oR3pFApFbm6u/k0NS0vLffv2vffee/kb33rrrX/++Uf8ewgUSlhY2NatW/Xbr169um7dOunzAQAAQBnBGngZqF27dq1ate7evasfcnd3L8VT6Bs0aCAU8vX1NXhcVrVq1UJDQ69evRoREZGVldWoUaNmzZqZMkeURfv37xcJTZs2TcpkAAAAUHZQwMuAUqlcunRpv379dJ45a9qFjn0uBVq2bNmwYcPIyEj9kPiUeF9fX19fX5PlBXlLTk6+cOHC48eP69Wr16hRI0vLQv8ZTExMFAo9efKkeNkBAAAAgphCLw8GF7qr1eq4uDjpk5GMhYXF9u3ba9eunb9RqVSOHz9+9OjR5soK8pWXl7d06dJatWoFBQUNGTKkWbNmAQEBJ0+eLGw/rq6uQqHq1asXL0cAAABAEAW8POg/fteYPXt2amqq9PlIpm7dulFRUd98803v3r1btWo1evToEydOrF27thTPO4DpzJ49+9NPP01JSdG2XL16tXPnziLbJRrUq1cvoU9g7969i5UiAAAAIEwpsr05Cujo0aMdO3ZUKBQTJkxYs2aN0ft//PixyBO/gwcPdu7c2eiDAqXMkydPqlevbvBExq5du4osazfoo48+WrlypU5j27Zt//nnn3LlyhU9SwAAAEAYT+Bl4K+//hKJnjhxQrJMAPk6deqUwepdoVAcO3assLcyV6xYsWnTppo1a2q+rFChwldffXXw4EGqdwAAAJgOm9jJgIWFhUi0fPnykmUCyNeLFy+EQhkZGRkZGba2tgXvTalUDhkyZMiQIYmJiampqdpKHgAAADAdCngZeOutt0SivXr1kiwTQL5q1aolFHJ1dS1U9Z6fi4uLi4tLEXMCAAAACoMp9DLg4eGhUgn+pG7cuCFlMoBMtW7d2t3d3WCof//+EicDAAAAFAEFvAzk5ubm5eUJRe/fvy9lMoBMWVlZ/fjjj9bW1jrtfn5+X375pVlSAgAAAAqlbBXweXl5f/zxR79+/Tw8PMqXL29nZ+fp6Tl06NDDhw+bOzUxItW7QqHIfyYWABGdOnW6evVq3759XVxcVCqVl5fX119/HR4e7uTkZO7UAAAAgNcrQ2vg4+Pjg4ODz549m7/x9u3bt2/f/vXXXzt37vzrr79WqVLFXOmJSEpKEolmZmZKlgkgd15eXr///rtCocjKyrKysjJ3OgAAAEAhlJUCPi0trWvXrleuXFEoFJaWlkFBQT4+Prm5uRcvXjxx4oRarT506FCnTp1Onz7t4OBg7mR1iT8eTEtLkywToNSgegcAAIDslJUC/ttvv9VU7x4eHr///nvTpk21oVOnTg0ePDguLu7KlStffPFFSEiI+dI0zMbGRqVSCU2k9/DwkDgfAAAAAID0ysoa+LVr12r+sW7duvzVu0KhaNOmzfbt2y0tLRUKxYYNGzIyMsyQnyilUlm1alWhaLNmzaRMBgAAAABgFmWigL9x48aDBw8UCkVAQECXLl30LwgMDGzVqpVCoUhNTf3vv/+kzu911Gp1VlaWwVC5cuUaNmwocT4AAAAAAOmVlQJe84/GjRsLXePn56f5h/iOcWZx584doayys7OvX78ucT4AAAAAAOmViTXw5cuXDw4OVigUPXr0ELpG84heUSKXlL969Uok+vz5c8kyAQAAAACYS5ko4Nu3b9++fXuRC+7fv3/gwAGFQlGhQoU6depIlFaBvXjxQiSanJwsWSYAAAAAAHMpEwW8uFevXgUHB2tOU//kk09sbGyErnz+/Pn69ev122/dumXC/BSKe/fuiUSfPn1q0tEBAAAAACVBWS/gw8LCRo4cGRMTo1AoWrRo8dFHH4lcnJycPHPmTKlS+z85OTki0SpVqkiWCQAAAADAXMrEJnYG3blzZ+DAgW3atNFU74GBgQcOHLCzszN3Xga4urqKREvgnH8AAAAAgNGVhifws2bNWrx4sX57YmKis7OzfntqaurcuXNXrVqlOZvNxsZm7ty5H3/8seYoeBEuLi4Gp9BHR0eHhIQUKfcCEdlXT6lU1qhRw3RDAwAAAABKiNJQwBfKgQMHxo0bFxcXp1AoLCwshg4d+sUXX9SqVasgr3V0dBw7dqx++9GjR01awIvMC1CpVBYWFqYbGgAAAABQQpSGAn7IkCEtWrTQb3dwcMj/pVqtHj9+vPYR+vvvvz9v3jxZzD/XnmOvLzc39/79+97e3lLmAwAAAACQXmko4H18fHx8fF572cSJEzXVu6en5/r16zt27Gj61IxDZGN8hUJha2srWSYAAAAAAHMpDQV8QXz77bfr1q2PX6GbAAAgAElEQVRTKBRvvvnmzp07K1asaO6MCqFhw4Z2dnZpaWn6oZo1a77xxhvSpwQAAAAAkFiZ2IU+Jydn+fLlCoWievXqu3fvllf1rlAo7OzsPvnkE4OhOXPmKJVKifMBAAAAAEivTBTwf/zxx4MHDxQKxeTJk52cnMydTlF069bNyspKp9He3r5t27ZmyQcAAAAAILEyMYX+5MmTmn/89NNPO3fuFL9406ZNJXBPuPHjx2sOvcsvNTV16tSpf//9t1lSAgAAAABIqUwU8Ldu3dL8Izo6+rUXG1xqbl63b9++cOGCwdChQ4eeP39eoUIFiVMCAAAAAEisTEyh1xbwMnXv3j2hUF5enmZ1AAAAAACgdCsTT+BFzlGXhdjYWJHow4cPfX19JUsGAAAAAGAWZeIJvNyJ34AQL+8BAAAAAKUDBbwMZGZmFjkKAAAAACgdKOBloE2bNiLRwMBAyTIBAAAAAJgLBbwMiD9jf/jwoWSZAAAAAADMhQJeBsRPv7t27ZpkmQAAAAAAzIUCXgZcXFxEovXq1ZMsEwAAAACAuVDAy4D4KXESnyH39OnTc+fOJSUlSTkoAAAAAIACXgaysrJEoo6OjtKkcfbs2ebNm1epUiUwMNDFxaVNmzYXLlyQZmgAAAAAAAW8DJQrV04kmp6eLkEOhw8fbteu3fnz57Utp0+fbtWq1enTpyUYHQAAAABAAS8DFSpUKHLUWCZPnpydna3TmJmZOXXqVAlGBwAAAABQwMtAo0aNKlWqZDDk7+9fpUoVUydw8+bNmJgYg6GIiIhHjx6ZOgEAAAAAAAW8DFhZWS1YsEC/XaVSLV68WIIEEhISihwFAAAAABgFBbw8jBs37oMPPlCp/u/nZWVlNX/+/K5du0owerVq1USirq6uEuQAAAAAAGUcBbw8/PTTT+vXr8/Ly9O2ZGVlffnll8ePH5dgdE9PzwYNGhgMtWjRomrVqhLkAAAAAABlHAW8DGRnZ8+YMaPg7aawdu1aKysrnUZbW9tVq1ZJkwAAAAAAlHEU8DJw4cKFxMREg6Hz588/e/ZMghzatWt35syZdu3aab5UKpWdOnU6d+5cs2bNJBgdAAAAAGBp7gTweiIlulqtTk5OrlixogRpNG7c+Pjx4y9fvoyLi6tVq5aDg4MEgwIAAAAANCjgZaB69epCoXLlykm8h5yjo6Ofn5+UIwIAAAAAFEyhl4UGDRrUr1/fYKhbt252dnYS5wMAAAAAkB4FvAwolcoNGzbY2trqtFetWnXFihVmSQkAAAAAIDEKeHlo3bp1ZGRkr1697O3tFQpFhQoVRo8eHRkZ6eHhYe7UAAAAAABSYA28bHh7e+/atSsvLy8pKaly5crmTgcAAAAAICmewMuMSqWiegcAAACAMogn8LKRl5e3ZcuWAwcOxMXFeXt79+nTp0ePHuZOCgAAAAAgEQp4eUhKSurcufOFCxc0X54+ffrnn39+5513/vjjDxsbG/PmBgAAAACQAFPo5aFv377a6l1r//7906ZNM0s+AAAAAACJUcDLwOPHj48dO2YwtHHjxpycHInzAQAAAABIjwJeBvbv3y8UysrKunXrlpTJAAAAAADMggJeBuLi4kSiSUlJkmUCAAAAADAXCngZsLOzE4k6OTlJlgkAAAAAwFwo4GXAz89PJFq+fHnJMgEAAAAAmAsFvAw0atRIqVQaDDk4OLzxxhsS5wMAAAAAkB4FvAy4ubn16tXLYGjixImWlpYS5wMAAAAAkB4FvDxs2LChWbNmOo29evWaO3euOdIBAAAAAEiNh7fy4OLicvbs2U2bNh04cOD+/fve3t7vvfdejx49zJ0XAAAAAEAiFPCyoVKphg8fPnz4cHMnAgAAAAAwA6bQAwAAAAAgAzyBB0qPpKSkyMjI9PT0Bg0a1KpVy9zpAAAAADAmCnhAERcXt379+qioKBsbm+bNm3/wwQfly5c36YhhYWGnT59+9uxZvXr1evXq5eTkVMwO09LSvvrqq5UrV2ZlZWla3n333ZUrV9aoUaPYyQIAAAAoESjgUdb973//mzZtWnp6uubL33//PSQk5Pfff2/VqpUphktOTh45cuTu3bu1LVWrVv3uu++Cg4OL0+3AgQPz96lQKHbu3Hnx4sWLFy9WqFChOD0DAAAAKCFYA48yLTw8fMKECdrqXSM+Pr5Pnz4vX740xYj9+/fXqbQTEhL69+9/5syZIvd54sQJnT417t69u2rVqiJ3CwAAAKBEoYBHmbZ27Vq1Wq3fnpCQsGPHDqMPd+7cucOHD+u35+bmLl68uMjdGuzztSEAAAAA8kIBjzLt8uXLRQgV2dmzZ4sQeq1nz54JhZKTk4vcLQAAAIAShQIeZZpKJfgrIBIqsszMzCKEXsvd3V0oVLNmzSJ3CwAAAKBEoYBHmRYQECAUaty4sdGHq1evnlCofv36Re62T58+lpaGN6Ts27dvkbsFAAAAUKJQwKNMmzJlisHSt2bNmu+9957RhwsKChJ6JD569Ogid+vt7f3111/rt3ft2nXo0KFF7hYAAABAiUIBjzLN399/8+bNOget1alTZ8+ePXZ2dkYfzsbGZtu2bc7OzjrtI0eOHDFiRHF6njVr1sGDB5s3b25lZaVUKr28vL777rs9e/ZYWFgUp1sAAAAAJYfS4BbcKJSjR4927NhRoVBMmDBhzZo15k4Hhfb06dOff/756tWrtra2zZs3Hzx4sJWVlemGS05OXrp0aVhYWFJSUoMGDcaMGRMUFGSszrOzs7Ozs01x9wEAAACAeRleNwuUKZUrV54+fbpkw1WqVKk4h8aJK1euXLly5UzUOQAAAAAzYgo9AAAAAAAyQAEPAAAAAIAMUMADAAAAACADFPAAAAAAAMgABTwAAAAAADJAAQ8AAAAAgAxQwAMAAAAAIAMU8AAAAAAAyAAFPAAAAAAAMkABDwAAAACADFDAAwAAAAAgAxTwAAAAAADIAAU8AAAAAAAyQAEPAAAAAIAMUMADAAAAACADFPAAAAAAAMgABTwAAAAAADJAAQ8AAAAAgAxQwAMAAAAAIAMU8ABKibS0tLy8PHNnAQAAAJgKBTwAecvIyFiwYEGtWrXs7e0dHBw6dep0/vx5cycFAAAAGJ+luRMAgKJLTU198803IyIiNF+mpaX9888/LVq0+Omnn4YOHWre3AAAAADj4gk8ABlbvny5tnrXysvLmzx5cnJysllSAgAAAEyEAh6AjO3YscNg+8uXLw8cOCBxMgAAAIBJUcADkLF79+4VIQQAAADIEQU8ABmrWLFiEUIAAACAHFHAA5CxoKAgg+0qlapTp04SJwMAAACYFAU8ABmbPXt2pUqV9NsnTpzo6ekpfT4AAACA6VDAA5CxWrVqHT9+vF27dtqW8uXLL1y4cMWKFWbMCgAAADAFzoEHIG++vr7//vtvTEzM9evXK1Wq1KhRIycnJ3MnBQAAABgfBTwA2VMqlfXq1atXr565EwEAAABMiCn0AAAAAADIAAU8AAAAAAAyQAEPAAAAAIAMUMADAAAAACADFPAAAAAAAMgABTwAAAAAADJAAQ8AAAAAgAxQwAMAAAAAIAMU8AAAAAAAyAAFPAAAAAAAMkABDwAAAACADFDAAwAAAAAgAxTwAAAAAADIAAU8AAAAAAAyYGnuBACUUGlpaVu2bLl06ZJSqQwICBg0aJCNjY25kwIAAADKLgp4AAacPHlyyJAhcXFx2pYFCxZs3ry5VatWZswKAAAAKMuYQg9A1+PHj3v06JG/elcoFHfu3OnRo8fTp0/NlRUAAABQxlHAA9D1ww8/vHjxQr89OTl548aN0ucDAAAAQEEBD0BfRESEUOi///6TMhMAAAAAWhTwAHTl5OQIhXJzc6XMBAAAAIAWBTwAXb6+vkIhf39/KTMBAAAAoEUBD0DXqFGjrK2t9dttbGxGjBghfT4AAAAAFBTwAPR5eXn98ssv5cuXz9/o6Oi4efPmWrVqmSkpAAAAoKzjHHgABvTr169t27arV6++ePGiUqls3Ljx5MmTq1WrZu68AAAAgLKLAh6AYW5ubosWLTJ3FgAAAAD+f0yhBwAAAABABijgAQAAAACQAQp4AAAAAABkgAIeAAAAAAAZoIAHAAAAAEAGKOABAAAAAJABCngAAAAAAGSAAh4AAAAAABmggAcAAAAAQAYo4AEAAAAAkAEKeAAAAAAAZIACHgAAAAAAGaCABwAAAABABijgAQAAAACQAQp4/H/t3WlgTdfex/F1MolMgkzmRAxFTKWUuqSVtCgarlxReZCWq0Xbq6VVw23pgNbQ0qcecweziqFNqfnWVEMNTURNDTIgCCIh835erOeu59wzJEGak+18P6+Wvdfa+e99UvU7e++1AAAAAAA6QIAHAAAAAEAHCPAAAAAAAOgAAR4AAAAAAB0gwAMAAAAAoAMEeAAAAAAAdIAADwAAAACADhDgAQAAAADQAQI8AAAAAAA6QIAHAAAAAEAHnGxdACq6AwcO7Nmz59q1a4899lhERET16tVtXREAAAAA2CMCPKy6ffv2yy+/vG7dOrXl7bffnj179qBBg2xYFQAAAADYJx6hh1WDBg0yTu9CiIyMjJiYmO3bt9uqJAAAAACwWwR4WJaQkLBp0ybz7UVFRVOnTi3/egAAAADAzhHgYdnBgwcfYBcAAAAA4E9CgIdleXl5xezSNK08iwEAAAAAEOBh2WOPPWZtV5MmTQwGQ3kWAwAAAAAgwMOyv/zlL9Yy/LBhw8q5GAAAAAAAAR6WOTk5rV69ukaNGibbo6OjX331VZuUBAAAAAD2jHXgYVWLFi1Onz49a9asPXv2XL16tWnTpjExMd26dbN1XQAAAABgjwjwKI6np+d7771n6yoAAAAAADxCDwAAAACAHhDgAQAAAADQAQI8AAAAAAA6QIAHAAAAAEAHCPAAAAAAAOgAAR4AAAAAAB0gwAMAAAAAoAMEeAAAAAAAdIAADwAAAACADhDgAQAAAADQAQI8AAAAAAA6QIAHAAAAAEAHCPAAAAAAAOgAAR4AAAAAAB0gwAMAAAAAoAMEeAAAAAAAdIAADwAAAACADhDgAQAAAADQAQI8AAAAAAA6QIAHAAAAAEAHCPAAAAAAAOgAAR4AAAAAAB0gwAMAAAAAoAMEeAAAAAAAdIAADwAAAACADhDgAQAAAADQAQI8AAAAAAA6QIAHAAAAAEAHCPAAAAAAAOgAAR4AAAAAAB1wsnUBj4Lk5GTZ2L179/Dhw21bDAAAQEXw8ccfV69e3dZVAMAjhQBfBq5fvy4biYmJiYmJti0GAACgIhg/fjwBHgDKFo/QAwAAAACgA9yBLwMRERGFhYVCCF9f3zp16vx5P6igoKB79+5CiKCgoAULFvx5Pwi4L2PGjDlx4oQQYvXq1dWqVbN1OYAQQqxYsWLp0qVCiHfeeScsLMzW5QBCCPH777+/9tprQojw8PC3337b1uX86fz9/W1dAgA8agjwZSA4OLh8/jecn58vGx4eHvx7FBVH1apVZaNz584BAQG2LQaQDh48KBvNmjXjL0xUEF5eXrJRo0YNfi0BAA+AR+gBAAAAANABAjwAAAAAADpAgAcAAAAAQAcI8AAAAAAA6AABHgAAAAAAHSDAAwAAAACgAwZN02xdA0pL07SkpCQhhIuLS+3atW1dDvB/0tLScnJyhBD16tVzdHS0dTmAEELcunUrIyNDCOHn5+fh4WHrcgAhhMjNzU1NTRVCeHh4+Pn52bocAID+EOABAAAAANABHqEHAAAAAEAHCPAAAAAAAOgAAR4AAAAAAB0gwAMAAAAAoAMEeAAAAAAAdIAADwAAAACADhDgAQAAAADQAQK8Phw6dGjo0KENGjRwc3Pz8fFp167dtGnTbt68aeu6YNeKiorWrVvXv3//oKAgDw8PNze34ODgQYMGbdu2zdalAf/v4MGDLi4uBoNhx44dtq4F9isnJ2fRokXh4eF16tRxc3MLCQmJiorau3evresCAOiMQdM0W9eAEkycOHHq1KlFRUUm22vVqrV27doOHTrYpCrYudTU1H79+v3yyy8W9z777LPffvutn59fOVcFmMjIyGjduvWlS5eEENu3b+/atautK4I9+u2336Kiok6dOmW+a9CgQYsXL3Zycir/qgAAekSAr+imT58+btw4IYTBYHj66acff/zxrKysH374ISUlRQhRvXr1gwcPBgcH27pM2Je7d+8++eST8fHxQggnJ6fw8PCmTZsWFhYeO3bs559/ln+rNG/efN++fZ6enrYuFvZL07RevXrFxcXJPxLgYRPnz5/v0KHDtWvXhBD16tXr1q2bp6fnqVOnNm/eLL+af+utt2bMmGHrMgEA+kCAr9AuXLjQuHHjvLw8V1fX9evXd+vWTW7Py8sbPHjwqlWrhBC9e/feuHGjTcuE3Zk6der48eOFEEFBQWvWrGnbtq3atXfv3ujo6IsXLwoh/vGPf8yePdtmVcLuqS9AJQI8bKJDhw7yYaV33333gw8+cHR0lNuPHz/etWvXjIwMIcSBAweefPJJW1YJANAJ3oGv0D755JO8vDwhxHvvvafSuxDCxcVl6dKl9evXF0Js2rQpISHBZiXCLn355ZeyMW/ePOP0LoTo1KnT6tWr5eOgCxcuzMnJsUF9gBB79uyZOHGiEKJq1aq2rgX2a/369TK99+/f/+OPP1bpXQjRqlUr9Xfp6tWrbVMfAEBvCPAVl6ZpsbGxQgiDwTBkyBCTva6urgMHDpRt2Q0oH2fOnJFvcLRu3fq5554z79C+ffuOHTsKIbKzs48cOVLe9QFCpKenR0VFFRQUhIaGDh482NblwH4tWbJENsaMGWO+t2/fvsOHDx86dGiVKlXKty4AgF4R4Cuu33777erVq0KIDh06BAQEmHfo27evbGzdurVcK4N9O3PmjGw8/vjj1vo0b95cNm7cuFEeNQFGioqKBg4cmJaW5u/vv3LlSqYHg61kZWXJVTlatGhh8rCS5Ozs/D//8z8LFy58//33y7s4AIA+8c+aiisxMVE2QkNDLXZo1aqVl5dXZmam6gmUAw8Pj379+gkhevXqZa2PvEUvhAgKCiqnsoB/mzJlyvbt2x0cHJYvX27x20+gfJw4cSI3N1cIERYWZutaAACPCAJ8xXX27FnZKGYtLl9f38zMzJs3b964caN69erlVRrsWmhoqLUvlaTk5OQtW7YIIby9vRs1alROZQFCCCG2b9/+wQcfCCH++c9/MmUdbOvkyZOyUbNmTSHEd99999VXXx07duz69evVqlVr06ZN//79X3zxReMX4wEAKB6P0Fdct27dko1ikrmPj49JZ8C2srKy+vXrJ286jRkzxtXV1dYVwY6kpaUNHDiwqKioa9eukyZNsnU5sHeXLl2SDW9v7169ekVGRsbFxaWlpeXl5V25ciUuLm7QoEFPPPHEhQsXbFomAEBPuANfcWVnZ8tGMQFe7crKyiqPmoBi7d+//6WXXjp9+rQQ4sknnxw9erStK4IdKSgoiIqKSk9PDwgIWL58uYMD31DDxu7cuSMbU6ZMuXTpksFg6NChQ0hIiKura2Ji4r/+9a/8/Pxjx4517dr10KFDPEYHACgNAnzFpWmabBgMhhL7FBQUlEdNgBVJSUkTJkxYtWqV/J1s3779li1b3NzcbF0X7MjEiRP37Nnj6Oi4YsUKf39/W5cD/P8X8ZcuXWrYsOFXX30lV+iQ4uPjX3zxxYSEhD/++GPSpElqSTkAAIrBDYqKy8PDQzYyMjKs9VG7PD09y6MmwEx2dvbYsWMfe+yxlStXaprm6uo6bdq0vXv3sioSylNcXNwnn3wihHj//feffvppW5cDCCGEi4uLbFSqVCk2NtY4vQshmjdvvnLlSmdnZyHEkiVLVNoHAKAYBPiKS+WfYhbiUru8vLzKoybgP23ZsqVZs2YzZszIy8tzdHSMiYk5derUO++8w8JdKE937twZNGiQpmnh4eHjx4+3dTnA/1FfxL/wwgshISHmHUJCQp555hkhRG5u7v79+8u1OACAPhHgK64GDRrIxvXr1631kQHe09OT50VRzjRNe+WVV7p3737x4kUhxN/+9rfExMQlS5YEBgbaujTYnczMTPk40rZt2xwdHQ3/acaMGbJbWFiY3BITE2PTemEvatSoIRstW7a01qdZs2aykZaWVh41AQB0jrtkFVfTpk1l48CBAxY7nD59+ubNm7JnMe/JA3+GkSNHzp8/XwgRHBw8f/581usCABMqnBfzeHxhYaFsVK5cuTxqAgDoHAG+4mrZsqWvr++1a9d2795969Ytb29vkw4bNmyQjWeffbbcq4Nd+/zzz+fNmyeE6NKly/r166tWrWrrimDXPD09x40bZ23vzp07Dx06JISIioqST4i0adOm3GqDPWvXrp2zs3N+fv6RI0es9Tl27JhsNGzYsLzqAgDomEFNY44KaPjw4QsWLBBCLFiwYNiwYca7NE1r27bt0aNHhRAnTpxo0aKFbUqE/SkoKAgKCkpJSaldu3ZCQgKT1aGCGzt2rHyKfvv27TwqgnLWvXv3LVu2GAyGHTt2mE+vuHv37meeeUbTtNq1a8t15mxSJABAR3gHvkJ755135Py048ePl2trK1OmTJHp/YUXXiC9ozytW7cuJSVFCPHaa6+R3gGgGO+++64QQtO0gQMHbt261XjXrl27oqOj5X2U8ePHk94BAKXBI/QVWv369SdPnjx+/Pjr16+3a9du6NChrVq1yszMjI2N3blzpxDC19d39uzZti4T9mXPnj2ysXTp0vXr1xff+ZtvvuG5UAB2q3PnzsOGDVu4cOHly5efe+65jh07Pv744waD4fjx43v37pXpvXfv3sOHD7d1pQAAfSDAV3TvvvtuZmbm9OnTMzMzZ82aZbyrbt2669atCwoKslVtsE/nz5+Xjd9//73Eznfv3v2TywGACm3evHmapi1atEgIsX//fuPl4gwGw7Bhw+bMmePgwBORAIBS4X8YOjB16tQDBw4MGTIkKCjI1dW1WrVqTzzxxLRp0+Lj49u2bWvr6mB3VIAHAJTI0dFx4cKFP//8c0xMTHBwsLu7u7u7e+PGjYcPH/7rr7/Onz+/UqVKtq4RAKAbTGIHAAAAAIAOcAceAAAAAAAdIMADAAAAAKADBHgAAAAAAHSAAA8AAAAAgA4Q4AEAAAAA0AECPAAAAAAAOkCABwAAAABABwjwAAAAAADoAAEeAAAAAAAdIMADAAAAAKADBHgAAAAAAHSAAA8AAAAAgA4Q4AEAAAAA0AECPAAAAAAAOkCABwAAAABABwjwAAAAAADoAAEesFONGjUy/JuXl9e9e/dsXRGsGjBggOGB/Prrr7auHQAAAGWGAA/Yo0OHDp09e1b98c6dO5s2bbJhPYDu/OUvf1FflKSmptq6HAAAYBcI8IA9WrZsmcmWFStW2KQSAAAAAKXkZOsCAJS3goKC1atXy3alSpVyc3OFEJs3b87IyKhWrZpNS0MJmjRpcuDAgdL39/Dw+POKAQAAQDkjwAN2Z+vWrenp6bL98ccfv/XWW0KI/Pz877777u9//7tNS0MJHB0dq1SpYusqIIQQvr6+tWvXlm1HR0fbFgMAAOwEj9ADdkc9Px8YGDh69Ojg4GD5x+XLl9uuKEBnYmNjk/8tICDA1uUAAAC7QIAH7EtWVtbGjRtlOzo62mAw9O/fX/5xz549ycnJtivtPhQWFm7cuHHKlCnTp0+3dS14EHyCAAAAD4AAD9iX2NjYu3fvyvZ//dd/CSFUgNc0beXKlRZHTZs2Tc62XalSpdu3bxdz/DFjxsiefn5++fn55h3OnDnz3nvvtW/fPiAgoHLlyo0bN+7Ro8ecOXOysrKsHXPx4sXymJ9//rkQ4uzZs61bt46IiHjvvffef/99k87p6emzZs2KiIho06aNv79/5cqVGzRoEBoa+uqrr544caKYyqU7d+7MnTs3NDS0Zs2arq6uQUFB/fr1U1P0x8TEyEr+9a9/WTvCA5xg+fjb3/4mi2/atKmc+MDc119/Lfu4ubmdOXNGbff09DQYDEFBQfKPV65c+eijj9q2bevj4+Pu7t6wYcPBgwdv3rzZ2o++r09QPNw1/Pnnn19++eUuXbrUqlXL3d09JCSkd+/en376aXZ2dtkOVCfVq1cvix00Tdu0aVNMTEzjxo29vb0rV64cGBjYvXv3OXPm3Lp1y1oZ6rAfffSR3BIfHz9ixIhmzZp5eXn5+fk99dRTo0aNunTpUomXAgAAPII0APYkPDxc/rffvn17tfGxxx6TG1u2bGlx1B9//KH+0li+fLm1gxcVFdWtW1d2Gz16tMne3Nzcf/zjH05Olqfe8Pb2/vzzzy0edtGiRbLPZ599lpSUVKtWLTXK1dXVuOfixYs9PT2L+RsvPDw8PT3dWv2bN282PrixsLCw1NTUIUOGyD/u3r3bfPgDn2CJoqKi5EFCQkIe7AiapqWnp/v4+MjjTJw40bzDlStX1CyGJqXKyfACAwM1TYuNjbX2Hn54ePjly5fNj1z6T/BhruHJkyefeeYZax+9v7//N998U4YD1Un17NnTfG9iYmK7du2sHbNatWqLFy+2WIw67Icffqhp2qeffurgYOGrdldX11mzZlm7FAAA4FFFgAfsSFpamppt67//+7/VduO7oAkJCRbHtm/fXnb461//au34+/btU8c5fvy48a67d++q7w4kg8FgPun9G2+8UVhYaHJYFWlmzpzZsWNH1dnBwaFx48aqm/naeF5eXr6+vgaDwXjjE088UVBQYF78+vXrnZ2djQ/u7+/v5uamtgQGBoaGhsq2eYB/mBMsUZkEeE3T1OoDzs7OJh+QpmmRkZFyb2hoaFFRkfEuFeBjY2Pl9WzcuPHEiRMXLlw4bdq0sLAwdYKNGzc2z/Cl/AQf5hqeO3euevXqxt08PDzUFxbqaAV3CVUAABMwSURBVJs2bSqrgcUE+CNHjpiU7eXl5e/vbxLFJ0+ebP4ZGQf4Dz74QAhRt27dCRMm/PDDD7t27frss8/U1x8ODg7btm2z8DEDAIBHFwEesCMzZ85U+e369etq+6lTp1SoGD9+vMWxs2fPlh3c3Nyys7Mt9nn99ddln1atWpnseuWVV9SP6Nix465duzIzMzVNu3z58ooVK4xvyX7xxRcmY1WkkfPteXh4TJ48+cSJE/fu3VN97t27p2JYQEDA/Pnzb9++LXfl5eXt3Lnz6aefVj/CPIxduHBBrbjm6+u7cOHCO3fuyF2HDx/u1q2b+E/mAf5hTrBEZRXgNU3761//Kg/Vpk0b4y8yNmzYILd7eHgkJSWZjJIXx8vLSz7gMH78eJMvQXbs2FG1alV5hF69epkML80nqD3cNXz++eflLhcXlw8//FB9iZCVlTVv3jz1XEaTJk3KaqC1AJ+ZmaneNXBwcBg1atSZM2fUriVLltSoUUOdyJYtW6wdNiwszNHRsUuXLteuXTM5fkhIiPoQNQAAYE8I8IAdad26tfx3f0REhMmuFi1ayF2BgYEmd1+l1NRUdf8wNjbWvENhYaFKJibPOe/fv18llrFjx5rfPr1165YK2N7e3iZPuatII4Tw9PQ8duyY+U9X+dPZ2fnXX38175CTk9O8eXPZ55133jHZq2Ktv7//uXPnzIerh+clkwD/kCdYIhXgmzRpklVqOTk55oe6evWqur386aefqvJq1qwpNy5YsMB8lPF68oMHD7ZY5O7du1Wfn376yXhXaT7Bh7mG169fV7+cCxcuND+48QoLN27cePiBmvUAP2nSJDVk5cqV5sdMSUlRCb9hw4Ym/7kZX6uAgIC7d++aH2H79u2yg4uLS25urnkHAADwqCLAA/bi5MmTKhisW7fOZO/HH3+s9u7bt8/iEbp06SI7REdHm+/dtWuX3Ovs7GwSUNWz2W3btrX4+LqmacnJyV5eXrLbtGnTjHcZRxqVOU1MmTJFdnjmmWesXYG3335b9hk6dKjx9kuXLqk3C+bOnWtx7M2bN41DrEmAf8gTLJEK8PfF4sekadqqVatkh8qVK589e1bTtKFDh8ot3bp1szhEnbujo6PFLzgk9Sx9nz59jLeX5hN8mGt48OBBdfyMjAzzgdnZ2fXr1w8MDAwMDNy/f//DD9SsBPjc3Fw/Pz+5/fnnn7d4FprRRyCE2Lx5s8XDCiHmzJljcXh2drb63uHUqVPWfgoAAHj0MAs9YC/UK+JVq1ZVjw0rai56YX1BeBUjv//++7y8PJO96v3qnj17+vr6qu25ublqFvcPPvhARWUTtWvXHjZsmGxbm+PdYDCY3AlXhgwZcuTIkSNHjnz11VcWOwghXFxcLG5fv359YWGhEMLf3//ll1+22Mfb21uVZ6IMT7B89O/fXz5xcO/evWHDhu3YsUOGRm9vb+P0aFHfvn3lY/AWjRs3Tjbi4uIsTnRv7RN8yGto/MK58RdVipub2/nz55OSkpKSkjp06PDwA605fPhwenq6bP/zn/+01i0yMrJRo0ay/eOPP1rrZu233c3NTb2wIH91AQCAnSDAA3ZB07QVK1bIdv/+/StVqmTSoX79+m3btpXtNWvWFBQUmB+kX79+cnrw27dv79y503hXYWHhunXrZNskdRw6dEhmOUdHx6eeeqqYItWs3QcOHLDYwcfHx2R2MaVOnTpt2rRp06ZNnTp1LHa4ceNGbGysxV3q4e2wsLDKlStbK69Pnz4Wt5fhCZabL7/8Ul7J3bt3v/DCC3Lj3LlzrU3Cr3Tq1KmYvSri5uXlWVy0z9on+JDXsH79+uoZgcjIyFWrVpUy1j7wQGtUVTVr1ixmFnoHB4fevXubDDFRo0aNYpZUMJmaEQAA2AnLS/UAeMTs2bPn4sWLsi2XfzcXFRV15MgRIcT169e3bt3ao0cPkw4+Pj5du3b96aefhBCxsbHGU7vt3Lnz2rVrQghfX9/u3bsbjzp9+rRseHh4GD+ob+7y5cuycevWrcLCQvPbsOo97RJpmnb58uXz58+fP3/+zJkz8fHxO3bsuHfvnsXOasFz9WayRfXq1bO4vQxPsEQhISHx8fH3O8qcn5/fF198IR+pkOucR0REREdHlzgwMDCwmL1ubm5+fn7yFvTJkyfNE6y1T/Ahr6GDg8Mnn3wyYsQIIcSVK1cGDBgwYsSI8PDwzp07d+jQoUWLFtbWpXvggdao5dmL/10SRlfywoULFjsU86QDAACwWwR4wC4YL7FW/B1OacWKFeYBXggRFRUlA/yGDRvmzZunIqh6pzc6Otp4MTYhREZGhmzcvn172rRppSw4KyvLfLHxgICA4kelpqZ+9dVXmzdvPnr0qLW4bk5VWHw6rVWrlpOTk/mzCWV4guWpf//+y5Yt++GHH4QQTk5O8+bNK82ounXrFt8hKChIBvibN2+a77X2CT78NXz11Vezs7OnTJly584d+dPXrFmzZs0aIYSHh0e3bt0iIiIiIiLc3d1NDvLAAy1SZ13875Jxh1u3blns4O3tXZqfCAAA7AqP0AOPvtzc3LVr197XkA0bNsgbsyb69OkjH7+/du3a3r175cb8/Pz169fL9uDBg02G5OTk3HfFQsg0ZcLkqwET06dPb9iw4cSJE/ft26fSu6OjY4MGDXr27Dlz5kzjVcqMqff5i38s2cHBweL92DI8wfKUmZn522+/yXZBQUEpf0MsvtluTP3aWHwLw9onWCbXcMyYMWfOnJkyZcoTTzxh/FFmZWV999130dHRTZo0UasVlMlAc5qmyUaJj7irS1FYWFhUVFSagwMAABDggUdfXFycusvn7e3tY5165zY7O1tNKmasSpUq6sl59Ur51q1b5Y3HVq1atWzZ0mSImiesRYsWpZ9gs3bt2vd1jtOnTx83bpzM7VWrVh05cuS333578uTJe/funT179vvvv3/zzTetHVNVqN4ysOjq1asWc2b5nGCZGz16tHreWwjx7rvvJiUllTjK2vPekqZpf/zxh2zf1w3ksrqGAQEBkyZNOnToUFpa2ooVK0aOHNmqVSuVpZOTk/v27btjxw7zAh54oAk1t1zxF0oIoa62t7e3mlIeAACgePyjAXj0qefn3d3dU1NTr1mXkJCgQkuJc9HL1eCF0fzzMTEx5v3Va8+///67xbuyDy8jI+PDDz+U7cjIyJSUlC+++CI6Orpp06bGt3zV3VET6rHw4gO8tUhWDidY5n788cclS5YIIby9veWb6tnZ2X//+99LHFh8yE9LS7t7965sl/gSuLEyv4YBAQEDBgz44osvjh07duXKlZkzZ8r15zRNGz169J8xUFJzKJYY4NU3HTb/KgcAAOgIAR54xN28eTMuLk62+/Tp4+bmVkznunXrduzYUbZ/+umn69evm/fp1auXPEhKSsrhw4dzcnI2btwohHB2dh4wYIB5f3XAvLy8xMTEYn56SkrKvn379u3bd+rUqZJPzMi+ffuysrJkDV9//bW1c5TT7JlTkwJs377dfHk8Zdu2bRa3l8MJlq2bN2+qhd9nzpz5zTffyNcitm/fvnjx4uLHFv+k/dKlS2XDwcGhffv2pS/pIa/hrl27li9fvnz5cuN13RU/P78333zzyy+/lH9MTExUT1I88EBr1Dz8KSkpx44ds9ZN0zS1epw6dwAAgBIR4IFH3Nq1a1UoHThwYIn9VQi39l60u7t7r169ZDs2Nnbz5s2ZmZnCbPl3JSAgoHXr1rI9adKkYn503759O3Xq1KlTp61bt5ZYp7ErV67IRt26da2tA6e+aDCnTic1NfXrr7+22Ofu3btz5syxuKscTrBsjRo1Ss7l3rVr15deeqlx48aq7Lfeeis1NbWYsUePHlXfB5nIzMycNWuWbHfp0kXeuC6lh7yGixYtio6Ojo6OHjlypLWBTZo0kY3CwkL1ov4DD7SmXbt21atXl+0pU6ZY67ZmzZqEhATZNlm1AQAAoBgEeOARp56f9/PzCwsLK7F/ZGSkmlteLR1vQj1Fv27dOvX8vMny78beeOMN2di0aZO1e7wzZsw4fPiwEMLV1dXaQnfWNGrUSDYuXrwov00wkZ+fHxkZqZ6QN5mJrUWLFqGhobI9efLk5ORk8yNMmDDB4vMI0p99gmVo3bp18mN1c3NbsGCB3Pj222+HhIQIIW7fvv3qq68Wf4Q333zT/FmGwsLCYcOGqTnYR40adb+FPcw1bN68uWwcPXr00KFDFseqX1QfHx+VsR94oDWVKlVSbyJs3LhRzRNhLDU1ddy4cbJdv3599f0RAABAyUo/XRAA3blw4YJ6p/21114r5ajw8HA5xGAwJCUlmXfIyclRy3fJidl9fX3z8vKsHbCgoKBTp07qr52+ffsePXo0JydH7o2Pj3/ppZfU3gkTJpgMX7RokdzVs2dPi8e/deuW+tKhW7duKSkpaldhYeHatWvV3V3Jx8fn/Pnzxkc4fvy4i4uL3FuzZs2lS5devHhR07R79+7t37+/f//+apds7NmzpwxPsETqG5MmTZpk3Y/s7Gzj46Snp6unJGbPnm2865dfflFTqa1YscKkAA8PD+MLWKdOnWXLlmVlZWmalp+f/9NPPxkv+d61a9eioiLj4SV+gg95DU+fPq2K9/X1/fbbb41PPD4+3ngBgjFjxjz8wGJO6tatW/Xq1ZO7nJycxo4d++uvv+bm5mqalpSUtHjxYvVbJISIi4szuQ6luVaapvn4+MhuCQkJxXQDAACPGAI88Cj76KOPVFT45ZdfSjlKTm8mTZ061WIfk+XiRo8eXfwxk5OTGzRoYDzE0dGxVq1arq6uxhsHDx5skv200kUaNYmdTE3NmjULDQ1t2rSpOn6VKlWM+wghateubXyEBQsWmCz9Vb16deM58GbMmKHO+ujRo2V4giVSAf5+BQYGGh+nT58+cnv79u0LCwtNfsrrr78u9/r4+KSnpxvvUgHeeKI7g8FQtWpV9dWJFBwcbPwFilTKUPow11DdwFcDfXx86tSpo76XkUJCQu7cuVMmA4s5qYMHD5pMwu/i4qJm2lcmT55sfhEI8AAAoBgEeOBRpl7fDQ4OLv2omzdvqvQSEhJisc/mzZuNo8jx48dLPGx6enrv3r2FFVWqVJk8eXJ+fr75wNJEmsLCwpiYGGuLb3fu3PnkyZOaphlPs+fh4WFykGXLlllc/Mzd3X3p0qWapvXo0UNuOX36dBmeYInKJMCrlylcXFwspr47d+6oCfn79+9vvEsF+HPnzs2dO9faRANPP/10amqq+ZFLGUof5hoWFha+8cYbxay+7uLiEhMTk5GRUVYDiz+phISExx9/3Noxq1WrtmTJEotXgAAPAACK4WTtnxcA9O7o0aNqpu7STF+neHt7d+/eXU75lpCQ8Ntvv7Vo0cKkT1hYmI+Pj3wtvGXLlubLv5vz9fXduHHjgQMHVq1atWvXrrS0tOzs7KCgoEaNGrVp02bUqFFqDe0H4ODgsGTJklGjRn322We///77uXPnCgoKatas2blz58jISPVSwLJly5577rlt27a5u7vLt76NDRw4MDw8fP78+Rs2bPjjjz/y8vLq1q3bs2fPkSNHBgYGCiHUwukW34X+U0/wIaWlpb322muyPWHChGbNmpn38fDwmDdv3vPPPy+EWL16dVRUVEREhHm3UaNG9ejRY/78+XFxcSkpKXl5eQEBAU8++eSLL77Ys2fPh6zzga+hg4PDZ599NnTo0G+//TY+Pj45OTk5ObmoqKhevXr16tVr2bLliBEjatWqVYYDi9esWbMjR45s2rRp/fr1+/fvv3r1am5urq+vb9OmTXv06DFkyBD1EgoAAEDpGTQrCyMDAExUqVIlMzOzWrVqN27csHUt5crT01Mu1Hfu3Lng4GBblwNRUFBw9+7d7OxsHx8f4xc9AADAo4078ADs3Y0bN3755RchhLOz87PPPmutW2JiopzivmnTpuVXHGCJk5OTl5fXfa3VBwAAHgEEeAD2TtO03r17FxUVCSESExPVxAEmPv/8c9mQD5kDAAAA5Yx14AHYOx8fH7UK2rhx4/Lz8837rFmzZuHChUIIBweHyMjIcq0PAAAAEEIQ4AFACDFixAjZ2LRpU2ho6Nq1a1NSUnJzc8+fP//DDz/ExMQMGDBAzhjyyiuv8BI4AAAAbIJJ7ABACCFef/31uXPnFt/nqaee+vHHH+3wxWMmsQMAAKgIuAMPAEIIMWfOnO+//149S2/C3d197NixW7dutcP0DgAAgAqCO/AA8B8OHz586tSppKSk1NRUNze3atWqtWnTplOnTva8cDd34AEAACoCAjwAAAAAADrAI/QAAAAAAOgAAR4AAAAAAB0gwAMAAAAAoAMEeAAAAAAAdIAADwAAAACADhDgAQAAAADQAQI8AAAAAAA6QIAHAAAAAEAHCPAAAAAAAOgAAR4AAAAAAB0gwAMAAAAAoAMEeAAAAAAAdIAADwAAAACADhDgAQAAAADQAQI8AAAAAAA6QIAHAAAAAEAHCPAAAAAAAOgAAR4AAAAAAB0gwAMAAAAAoAP/C9NM78U24lQMAAAAAElFTkSuQmCC" width="672" /></p>
383 <pre class="r"><code>seuset &lt;- Seurat::ScaleData(object = seuset, vars.to.regress = &quot;nCount_RNA&quot;)</code></pre> 383 <pre class="r"><code>seuset &lt;- Seurat::ScaleData(object = seuset, vars.to.regress = &quot;nCount_RNA&quot;)</code></pre>